140 ChatGPT Tips and Tricks with Demo in 2024 | ChatGPT Applications

did you know Chad GPT is the fastest growing app with 100 million active users but what makes you unique among them is your prompting style if you want to master the art of prompting this video is for you we have gathered an incredible essential tips and tricks to supercharge your chat GPT experience like never before in this video you will discover how to craft compiling prompts explore various prompt patterns and avoid common errors learn the Hands-On basics of prompt engineering Define a good prompt with examples of text summarization and code generation and dive into Hands-On

techniques like zero shot few shot and Chain of Thought prompting we have also shown you how to build python apps and websites using Chad GP 40 and leverage Chad gp4 Excel Microsoft power Point content creation SEO digital marketing and finance get ready to transform the way you use Chad GP in your daily tasks and projects we have given chapters in the description for your quick [Music] reference let's have a look at a good checklist that you can keep in mind while designing a effective prompt for better results so the first one is defining the goal

telling chat GPT what exactly you want to do that is called defining the goal next is detail out the format format is output format that you want chat GPT to provide you for example as I told you previously it can be table paragraph list csvs anything that you want and you can give it in a priority order also ask chib to give you in a priority order if you are working on such uh content next is creating a role if you remember the previous prompt that we discussed while learning about components of a good prompt

we told as a context act like a analyst that is creating a role so that chat GPT assigns or processes based on your request based on that role that you are have asked next is Clarity who the audience is or clarify the who the audience is basically you are telling chat GPT please generate the output based on the demography of my audience whom I am catering to it can be beginner level intermediate Advanced if you are creating any content if you are creating code it can be foundational functional expert based on the audience it can

also if you're a teacher and you are using chat GPT you can specify I want to teach fractions from a sixth class learner perspective or if you want to create a Content or if you are working on something and you want to make someone understand that particular concept for example I want a 10year old to understand what is prompt how would I make that particular learner understand that kind of clarity that kind of clarifications when you put in your prompt what is your target audience it will generate tailored feedbacks tailor outputs for your prompt next

is giving context basically you are giving every possible additional information for chat GPT in your prompt so that the purpose of your request is clarified to chat GB and the response that it generates is what you want next is giving examples we saw in the previous components while we were understanding components that giving example trains your chart GPT or makes it understand that what you want and it learns from it to produce accurate results next is specifying the style it can be communication style if you're working with a brand it can be how your brand

Works communication style such as informal formal what do you want to do so it's suitable for your response next is defining the scope when you outline the scope with specifications besides giving context and examples chat GPT operates within those parameters for example temperature when you are telling okay I want to be creative my temperature is this I want my uh top P to be this right you are defining the scope for your chart GPD applying restrictions restrictions becomes your what is supposing length that you want the output length the token length that you want a

there is a restriction but what is that you want when you apply those restrictions that constraints will create right boundaries for chat GPT to produce relevant responses so all these are checklist that you can keep in mind again these all uh pointers in your checklist revolves around all the components of a good prompt that we have already seen But as a checklist you can keep in mind that okay these are my pointers which I can follow when I'm designing my prompt so this is how you can write a good prompt [Music] now let's understand what

are the different prompt patterns one is your persona patterns act as X do the task as y as a yoga instructor create a beginner friendly routine for joint Mobility for example this is your persona pattern next is your audience Persona pattern for example in the previous bit I told explain this concept supposing prompt explain prompt to me assume that I am a 10-year-old child or another example that is there explain the importance of eating greens assume I am a skeptical child so you are trying to tell chat GPT that what is your audience Persona and

you are writing your prompt or designing your prompt having the correct bits explain to me assume I'm this or previously Persona pattern act like this next is visualization generator pattern now I have a tool I want to generate a data for example and provide that data to my tool so it can be generate X that can be provided to Tool y for visualization for data analysis for anything it can generate data in in table table format it can generate csvs that can be provided that you can download and provide it to your tool for visualization

data analysis task modeling uh machine learning tasks anything so these are the first three prompt patterns Persona pattern audience Persona pattern visualization generator pattern now let's see the next pattern that is recipe pattern for example you want to do X task but to perform this x task there are steps or subtasks a B and C so I want chat GPT to have a complete itenary generated for me if I'm traveling from Bangalore to daring and from there I can take a train or a cap to dodging now based on this I am telling Char to

complete my itinary this is a recipe pattern where you know you want to do X task and you know that a BC are the sub uh tasks or the steps that are necessary for you to do that X task so this is the recipe pattern next is your template pattern where you provide or as a user I provide the chat GPD or generative model with placeholder with a template and a placeholder so that my output chat GPT fits my outputs in those placeholders for example I want a day wise travel itinary if I'm visiting to

Paris I'm telling chat GP to generate day wise travel itinary for visiting Paris now my placeholders are day for the day uh of the travel supposing Monday location in Paris what location I'm traveling to activity what in that location I plan to do time what is the best time or best part of the day to travel or to go there this is my entire template and how I want the uh output it's indicated for day visit location at time for activity so if CH GPD generates it will give you for Monday visit location X at

time noon for activity visiting museum for example so this becomes your entire output and you're giving the template you're giving placeholders that place my information in these and generate output in the form of this line for day visit location at time for activity containing everything so these are your five prompt patterns that you can embi while designing your prompts so that you have better responses from chart GPT and also you understand what you want to do you have a Clarity what you want to do and work accordingly if you want a pattern where you want

Chad to act as a person where or you want to give a idea to chib what audience you are catering to or you're doing visualization or you're doing data analysis what is your pattern if you are doing a task which contains subtasks or sub steps what is the pattern you follow and if you have a template in mind how you want your output to be generated then you have template pattern so all these five patterns you can keep in mind along with your checklist while designing your prompts [Music] let's now see common prompting errors vake

or ambiguous prompts when you just write what is joints what is prompt engineering that is your vague and ambiguous prompts where you do not have any context instruction what to do just vague proms then there are biased prompts where you are designing the prompts supposing you have two categories and the data or the instructions that you are providing the examples you are providing is leaning towards one and now the second category is left alone that is your biased prompts lack of textual information you have just said okay generate the content uh for fractions but what

is the target audience that you are uh acting are you a teacher that you are teaching is there any template is there any flow that you want to follow are you looking at creating a course are you looking as at teaching uh fractions as a uh slide you want or as paragraph you want anything any contextual information is missing insufficient examples you do not have examples for example you just saying generate synthetic data for doing sentiment analysis but what on you need to provide some content some information that okay this is my data now based

on this you generate synthetic data in a CSV format for me to do sentiment analysis that is lacking your training data or examples insufficient examples complex or confusing prompts if you write WR full lengthy prompts but it is very complex it has several different informations such as you have Target information also you are acting as a uh target audience information you are acting as a uh analyst and you have target audience you have branding also you have campaigning also in that it is very confusing for chat GPT to pick one Persona and act or for

example you are designing a campaign but you have given a lot of information you know check out uh Coca-Cola uh campaign that happened at this year or check out this campaign and design my campaign it is confusing when you give different reference points you need to be very clear you need to be less complex your prompt needs to be very simplified so that chgb can understand not testing prompts thoroughly you have given a very good prompt you have designed a very good prompt and given to chart GPT it generates something but you are not reading

it you are blindly following what it generates you're not giving it a feedback you are not asking what it has understood from your uh designed prompt that is not testing prompt thoroughly and you will have less accurate responses and in some cases wrong [Music] responses now let's write a few prompts so that you can understand what are prompts how to write them so we are on a prompt engineering course where you understanding the outcome of this this course is for you to understand what is prompt engineering how to write a good prompt right so let's

give chat GPT a simple prompt that is what is prompt engineering and let's see what it tells us it starts generating and it tells you what prompt engineering refers to what is crafting and refinement of prompts and generates responses from AI language models such as GPT then it's saying that prompt engineering involves considering various factors such as language used in Pro structure of prompt context effective prompt engineering can significantly improve performance and usefulness of a AI models in various domains such as including natural language understanding text generation dialogue systems Etc if you see this is

a query that you have put which you can also put on Google and get different links not a text not a paragraph but different links where you can open the links and read it here on chat GPT when you enter what is prompt engineering you get this a definition a elaborated explanation of what the generative model that is chat GPT that uses GPT as a generative model understands about prompt engineering and it tells you their perspective of it based on the different parameters that it is trained on let's see another example suppose I want to

try 5 days in India please make me itinary I give this a prompt according to chat gbt understanding it'll give me this arrival in Delhi I have not said that where I'm arriving from it assumed arrival in Delhi day two Delhi to Agra day three Agra to jaur day four japur sightseeing day five jaur to Delhi and it tells me when you are in that day you arrive in Deli for example it is capital of India visit historic landmarks like Red Fort explore bustling streets of old Delhi experience optional visit is hu's Tomb or Kum

Minar okay again day two it's giving different or day three it is giving different options I have not said here what I like I have not said whether I am a beach person or a mountain person or a normal uh I want to travel uh which kind of places hot cold nothing it has not asked also this is my random prompt that I have given chat gbt let's see uh different kind of example I have a passage of three four sentences I want to summarize in one sentence right I am giving an example that my

example text is scientists have discovered a new species of all worked in rainforests of South America and the output that I'm giving is a new species the entire sentence okay now my sentence or my passage is on prompt engineering it involves crafting precise contest Specific Instructions and queries and these prompts provide guidance we can enhance model performance achieve better control over generated output and address limitations associated with open-ended language generation and I want to summarize this into one or two sentences right this is my prompt I give this and this is what it gives me

however this is isn't it feeling as same now if I say please shorten this further for example I don't want this much I want short and crisp it still gives me this again I say B please be concise now it gives me prompt engineering uses precise prompts to guide language models improving performance control and overcoming limitations in generating responses however the first one when I asked please shorten this further it said crafting precise instructions called prompts to guide language models and shape their output it enhances model performance offers better control over generated uh responses and

addresses limitations of open-ended language generation if you compare this output with this output some information is lost some information is retained while making it concise so you have to see what responses you are getting based on your prompts and give them a feedback what you want to do so these are some examples of prompts this is the first uh time you're looking at prompts in this course so we try to cover from basic content generation basic query based uh prompts to traveling itary without any information to text summarization where you are given an example and

asking to summarize and giving chat gbt a feedback on it right so this is your first prompt now let's look at few examples so that we can analyze what are good prompts and the checklist that we have seen the pattern Persona patterns we have seen the components that we have seen how to integrate that while designing your prompts now let's see how we have designed this prompt and what all components we have included in content generation what where we have written provide a comprehensive overview of tech summarization which is our main topic or concept that

we want to understand empowering Learners to grasp its significance and potential applications across diverse domains so basically with this line we are telling that we want our learn Learners to grasp what is text memorization for different domains it can be for manufacturing domain it can be Healthcare but what is Tech summarization we want our Learners to understand that now we have given some guidelines also here you need to follow below guidelines while answering we are telling chart GPT provide an insight into Tech summarization a tool for condensing lengthy text into shorter and more manageable versions

second we say explore various techniques like extraction abstraction used to achieve this and provide Clarity on how it works third we are saying provide relevant examples of different domains and use cases where this text summarization can be applied fourth is explain Tex text summarization how it is evolving and innovating with advancement in Ai and machine learning offering customized solutions for diverse needs we are also giving extra instructions also that while providing insights the Learners are from different domains and have just the preliminary knowledge of tech summarization cover the basics so for that you cover the

basics of text summarization techniques highlight key Concepts without diving into overly technical details what not to do we have also specified this approach will cater to our audien's level with familiarity of the topic we can tell the level also here but let's see how it responds give explanation in clear straight forward American English we are telling the scope also we are telling the communication style also ensuring the accessibility and understanding maintain a clear and state forward tone ensuring accessibility and ease of understanding for all Learners now let's give this prompt to chart gbt and see

how it responds so it gives text summarization is a powerful tool used to condense lengthy text into shorter more manageable versions it's basically taken what we have provided and given as a definition making it easier for leaders to grasp main points without going to entire document now this is now breaking our key con uh aspects into better understanding insights into Tex summarization where it tells that it can be thought of a process similar to what humans naturally do when they summarize an article a book or a conversation the goal is to extract the most important

information and present in the concise form that's okay that is the Insight that it is giving now we also highlighted that please ensure that you are using extraction and abstraction also to explain text summarization and along with that use examples and use cases also where it is highlighting what are the applications in various domains in news aggregation academic research legal documents that is your law in branding social media in customer feedback analysis which different companies uses then it is giving the evolution and advancement ments with time what it has done customized summaries multimodel summarization real

time summarization evaluation Matrix various things that has evolved in text summarization now if you want more insights on Tech summarization where you want different techniques for it to explain different techniques you need to tell please explain further more or elaborate further more on techniques used on extraction or abstraction or give me more examples not application examples so if you see here it has given use cases the applications across it has not given examples so you can say this is my feedback to you that the explanation that you have generated is missing example I'm not able

to correlate what is given here what you have generated here right so you can tell the examples are missing you can also tell that Evolution and advancements does not tell me when it started does not tell me a history Evolution means history it is not telling me that so all these are your feedbacks so that you can have a output you can have a response a final response that gives you what is Tech summarization ation what is the significance of tech summarization what are different techniques of tech summarization what are the different examples of tech

summarization what are the applications how it evolved when it started what are the different things what are the different advancements in using AI now so you can definitely work further more now this was chart GPT 3.5 let's now see in chat GPT 4 we create a new chat and give the same prompt to chat gbt 4 also and see how it responds what is the difference between four and three we have given the same prompt not changed a single line here so it has generated an output where it generates a content on text summarization if

and if you note the first line it has not taken the same thing that we have given as prompt it has written and explained in its different words or different explanation what is text summarization which is a powerful tool in the field of natural language processing designed to condense long pieces of text into shorter concise summaries now it tell tells you the techniques of tech summarization which is abstraction and extraction with tools and various examples of it various applications of it now it tells you applications across various domains as well which is closely the same

as 3.5 again this is also missing your examples it has not given you any example in evolution if you see it has given how it has evolved you can also give a feedback to chat gp4 that I want a timeline Evolution for Tech summarization and it has briefly explained some advancement again as compared to 3.5 that is missing which you can give as a feedback and it can improve upon so this is what Cod content generation example was in both both chat GPT 3.5 and chat GPT 4 now let's see a different example that is

Tech summarization we learned about teex summarization now you have fairly a good idea what is Tech summarization you give what you want to understand and it summarizes and gives you output summaries basically of what you provide now let's provide chart GPT an article and ask it to to summarize it so we have the tech summarization example here where we are given an article on Indian Express based on Tesla policy and we have asked that use pinto pyramid principle and we have given the link also to that to structure your communication from top down Ensure ing

Swift and clear message delivery start with the conclusion follow with key arguments and then support with detailed information give only relevant information that is appropriate to understand business outcomes only use clear and straightforward language for better understanding so we have given a context and in instruction we have not given an example here but we have given clear instruction and we have given restrictions also we have given a style also that beat straightforward right you can further give that okay uh make your word limit to this much only okay so let's first see what it generates

so in pinto p PID principle we write a conclusion first then we write key argument why we have concluded so basically if you are having a conversation and you want to conclude that conversation you will write that conclusion first then you'll write your key arguments okay this is why I'm telling and then you write the detailed information that is related so basically we want because we are asking for business right business business needs conclusion first so we have concluded this first that India's decision to lower import taxes on EV could potentially pave the way for

Tesla LED by Elon Musk to enter Indian market now key arguments are lowering import uh taxes Tesla entry into Indian market boost for India's EV industry then we have detailed inputs from that report only that are mentioned here right so this is a text summarization in a structured way text summarization can also be if you go back in the first prompt that you have written where we had four five lines and it's summarized for us that is also text summarization this is a structured text summarization where you do not need to go through this whole

article of Indian Express and it gave you a conclusion it gave you key arguments what it presented in the article right so this is an example for text summarization now let's do an example on code generation which mostly from people from Tech domain or data domain will use charity for right so the prompt has a python recursion uh code for calculating factorial where we are defining a method to calculate factorial if n is equal to 1 equal equal to 1 return n else return n into calculate factorial we are doing recursively right now the same

calculating factorial we have done with non-tail recursive function right we are giving an example on that as well now what we want is to write a program with recursive function to check if a string is paland Drome in python or not right where we have given two examples of recursion on factorial and now we are asking chat GPT to generate code for palandro now this has given that okay with comment that this is the base case if the length of the string is zero or one it's a palr compare the first and last characters of

the string false okay return false if it is not equal recursive call check if the substring excluding the first and last characters right so this becomes your output now this function works by recursively checking if the first and last characters of the strings are same okay you can also uh in your prompt say uh please uh explain line by line as well if you want further elaborated explanation as well though it has uh given comments right you can further ask give me further more explanation for this now let's see the same thing in chat jib

4 in chart JB 4 it actually has explained what is this function what it does where Len is equals to zero a single character what it will do both cases will be true it runs it returns true okay what is the recur cive case first checks if the first and last characters of the string are same calls is palindrome it is telling each and everything that the function is doing this is equivalent however this is a little bit optimized version of 3.5 now you can see a difference between how or what 3.5 generates code for

a specific problem statement and how four generates so basically four is more optimized for uh code generation rather than 3.5 in 3.5 you can iteratively ask please optimize please optimize this please optimize this right in four you can do once or twice and then actually it will give you an optimized version for the same and you can write furthermore to uh refine your prompt you can write please give me the complexity time comp comp lexity storage complexity for the same space complexity for the same right so these are the examples for a good prompt where

you are giving a context where you're giving an instruction where you are giving uh restrictions we are doing where you are following items from your checklist where you are following a pattern uh to provide a pattern to your uh chat GPT as well so these are some of the examples that you can refine more you you can experiment more with Advanced prompt strategies these are different prompts or different types of prompts that exists we are taking only three types zero short few short chain of thought process that's it there are several different more strategies that

exists like self consistency tree of thought respond rephrase Etc you can go and look dive deeper into the same let's not see what is zero short zero shot is directly instructing your model that is Chad GPT to perform a task without any additional examples for example I just say classify my feedback into neutral positive and negative and I give us line that is the input and it outputs the sentiment that's it this is my zero shot few shot is teaching with examples that we saw previously where we gave two examples and third is our input

with where we are indicating how we want the output and it gives the output for the same so that is few short zero short is without any example any prompt without any example where you are only telling the instruction that's it no context few short is giving examples for chat GPT to learn and produce your response now Chain of Thought Chain of Thought is designed for logical tasks anything logical it is the best prompt strategy to follow you give in Chain of Thought an example how to do a process for example you are adding you

are given an example 2 + 2 is = 4 then you say 15 + 4 = 19 then you give an input okay I want 3, 150 + 10,500 what will be my answer you're telling how to do the process and then you are asking in your input what will be the output this is very basic there are complex problems for example blood relations X is related to Y so what will be the relation for Zed with X so all these logical questions all these logical uh and complex bits is for Chain of Thought now

let's see examples of these three prompt strategies on chart GPT so that you understand it better how to work with these on actual playground let's now see few examples on these Advanced prompt strategies zero shot few shot and Chain of Thought now zero shot is is giving no examples just giving the instruction just giving what it needs to do so we'll take a simple example very generalized example where we are generating a passage in the style of William Shakespeare okay we are giving this prompt based on what chart gbd would have been trained on it

has given a passage from of William Shakespeare but from where it is from you can ask from where this passage is from the passage I provided is an original composition written in the style of Williams Shakespeare while it captures the language imaginary and themes often found in Shakespearean work it is not directly derived from any specific text by the B do did you want the same right you need to give the feedback now I did not want in this manner I wanted a extract uh from his own plays or his own uh poetry and given

and as an example right or is it following what you want right you can give that as a feedback as well now this is zero short if we want to make this as a few short we need to give an example we have given an example generate a passage in the style of William Shakespeare example is original text to be or not to be that is the question Shakespearean Style rewrite is whether this nobler in the mind to suffer the slings and arrows of Outrageous Fortune similarly in example two we have given all the worlds

is a stage and all the men and women merely players right so now we say this is few short it has given an example out out brief candle lives but a walking Shadow a poor player that struts and frits his R upon the stage and then is heard no more right and Shakespeare and style for this so this is an example of zero shot and this is an example of few shot right right let's take another example where we say charity to translate it's a lot of William Shakespeare William Shakespeare right let's take a simple

more simpler example where I say translate this English sentence to Spanish I am a Spanish reader I this is the English sentence I want to translate into Spanish I say this and it says it gives the translation for this now if I want to make this few short I'll add examples I'll add uh more examples for the same I'll add uh say that okay this is my article I can give an article also and say please translate this these are my examples now take this article and Translate in Spanish for me I can do that

as well so that becomes few short for the same in Charge 4 there is an option that we want to highlight is that you can click on this attachment add any attachment it can be data set it can be images and train your chat GPT that okay for example you want to train these are the picture of roses where you provide different pictures of roses and in input as an input data you give Lily and you ask what is it is it a rose and it tells you based on what images you have input is

it a row or not just a random example the same can be used for data science or data analysis different activities visualizations as well where you can give the data and ask chart GPT to analyze visualize the data and give you outputs for the same Chain of Thought Chain of Thought is set to be be logical it works on logical bits right here in this prompt example we have designed few question and answer that is on blood relation where the first question is if Michael says Patrick's mother is the only daughter of my mother how

is Michael related to Patrick we are giving the answer is Michael is saying that Patrick's mother is m M's own Mother's only daughter this means Patrick's mother is Michael's sister making Michael Patrick's Uncle okay second example we are giving Emma is John's sister Mark is John's father Linda is Mark's sister and Thomas is Linda's son what is the relation between Emma and Thomas Emma is John's son making her Mark's daughter Linda being mark sister is Emma's aunt which makes Thomas who is Linda's son Emma's cousin right now our input question is Alex introduces Brad to

his friend as the son of the only brother of his mother how is Brad related to Alex output is Brad is the son of the only brother of Alex's mother which means Brad is Alex cousin right logically it correlates the Chain of Thought correlates based upon your examples Chain of Thought can be of different types as well where you can give different examples uh complex examples as well and it works it is zero short also it is few short also so basically this comes under few short Chain of Thought prompt okay zero short is separate

where you give directly what you want without more explanation in your prompt designs right and then there is automatic Chain of Thought as well so there are various Chain of Thought prompts as well you can explore more and deep dive there as well apart from Chain of Thought we have different Pro in strategies as highlighted earlier we have self-consistency we have prompt chaining we have response re rephrase We have tree of thought we have many Advanced prompt strategies which you can deep dive and apply based on your requirement your prompt design what you want to

do with your generative models with chart GPD [Music] okay so now what if we want to calculate the average of let's say column number D that is quarter 3 Revenue what if I want what is the average of it and considering that if I am a lay man and I don't know how to use Excel how would I do that in in a shorter way right so what will I do I'll just go to chart GPT and I'll write in the prompt right right so now I I I'll just check in the data set so

if it is column number D right D2 to let's say D20 right I need a average of it right so I'll just mention the row numbers as D2 to D20 right so I'll write this so so it will give me what what needs to be done so right so the the function that is used is equal to average now I'll just simply click on this cell right here and paste in that formula the syntax and it just gives me it SE it automatically selects the range right so if I give them the starting and the

end it'll just directly do that right so that's that's how chart gbd can enhance the way you're working on Excel right it will make your life much more easier right so here it gives me 54619 is the average revenue of quarter 3 combining all the companies right here right so if I want to do it the other way if I just want like to give me the the average of uh of the same company in all the four quarters what would that how would that go would just have to mention them okay if it is

the same row then it will be B2 C2 D2 E2 if I'm considering the first company right here right so that can also be done now what do I have to do is that I need to calculate how many times is like let's say what are the total number of movies in English French and Italian right how would I do that right so if I know okay if there are four languages right here or five languages or how many other languages I want to segregate I want to find how how many are there how many

uh let's say English movies are there how many French movies how many Italian movies How would I do that okay so I'll just type in the prompt that how to calculate the total number of times a word has been repeated in [Music] a [Music] column column okay write a Syntax for the same Excel right so it tells me that the the the function that I am going to use is Count F right so in the previous module when I talked about a generalized bit of key functions that are important I talked about count F right

to count the number of times a certain thing has come up right so the same thing is what is mentioned over here right is just that I gave you that reference so that you would have an idea of it if I was a lay man if I was just starting out I definitely would not know what count if is now in a very simplest of the terms what I did I just added a prompt here to ask GPT the computer how to calculate the total number of times a word has been repeated in a column

write the Syntax for the same right this is basically I'm telling that okay this is the problem that I'm facing find a solution that's your job because this is like an AI assistant it'll help you in whatever ways that you would want right so it has given me an example also how to do that right so I'll just just copy this right here it has given me an option so I'll just let's just put it over here right so it'll give me zero because nothing is there so I'll just edit it out the range right

now I'll just remove the rain section I'll just type I'll just drag and drop all this entire age from B2 to B22 right then what are the criteria I'm looking for for for English I'm looking for English right so I'll write English English right so I'll just print and enter right so now it has given me the exact number of counts that English is repeated in column B right so if you want to check it if you want to cross check 1 2 3 4 and five so that's accurate similarly if I have to find

how many times the word French has repeated in column B how would I do that I'll just copy the same syntax that chart GPD provided me change the range from B from A to B then a22 B22 right 22 right then Apple changing apple to French right then I press enter so now the French has has also been repeated five times similar thing I have to do for just removing French and just adding Italian and now it's selecting a different range I'll just give it the range that I want right and I'll just press enter

so six is the number of time Italian uh is repeated in column number B so we can state in general if we have a problem statement how many movies are in English five in the entire data set how many are in French five how many how many are in Italian six so we'll get a generalized way so I did not do anything on my own I just asked CH GPT as an AI assistant that okay help me solve this part so it did right the second thing that we talked about was trim right so I'll

just ask CH GPT if there are unwanted spaces right I'll just ask if there are unwanted space in a Cell at the start what syntax should I use right I'll just type it out and let's see what it has to say right so it gives me the exact command that I was referring to it gives me that okay it knows you want to use trim because this is how you would get rid of The Unwanted spaces that are there right it just mentions gives me a exact thing how to do it so I'll just copy

this I'll just create another column right here right and I'll just write that thing here right so trim a trim this right trim a I'll just start with A2 right so now now just write here correct range right I'll just make another column bold it maybe right now this is the thing equal to trim and the cell I have to click on that cell I'll just type out the cell name so what I will do I'll just since it understands so I'll just drag and drop till the very end and now as we can see

right here in in row number eight there was this much unwanted uh space right in number 12 that was there in number 17 it was there 19 18 so that extra space that unwanted space is now gone right now you get a clear uncluttered view of that movie title column right this is how you use trim right now let's just take another example right if I want a set number of characters right if I want to extract let's say this is a data set that gives me the name of that state right Indiana Delaware and

all all this and the county names with their PIN codes now if I want to just extract the PIN codes right I just want the PIN code to be out there right how would I do that I know that PIN code is of six letters right here right six all it is the same now I want to extract it how would I do that I don't know I would ask Char gbt how to do that so let's just ask how do I exract five letters in the left of a cell and add the same in

a [Music] new column right so let's just see what Char GPD has to answer so as we also read before that we can use a syntax called as left right how do you use that again it has mentioned number of how to use that I'll just copy this I'll just paste since I want from the left of this cell I'll just paste this right I'll just change the the cell to B2 I'll just add the number of characters I want right I want six letters so I'll just move it to six and there you go

I have extracted the first six letters here and I can drag and drop to the entire thing right so this is the thing so basically now the the change the shift of using Excel is how either you can learn how to use Excel that's number one but if you don't want to sacrifice on that if you just want a shter way ahead if you just want that my workflow is is smooth it's faster it's quick then and I do not have the bandwidth or the or the time to learn Excel what I would do I

would just add chat GPT how to do that so now I've extracted so I now what would happen is that I'm given a business problem the first approach is to go to chat GPT of course use your brain but the first element is to just know what uh Char GPT can answer right it will give you some idea of all the other right so next we can also talk about uh kinat right we we spoke about how it is used but uh again let let me just show you how you can use it what if

I want to [Music] combine two cells and add it in a new column how would I do that tell me so it it mentions you have to use the function known as concatenate the syntax is mentioned right here I just copyed the syntax Tex right here how to use it now the best part about Char GPD is it would give you a Hands-On V just needs to be done also it will give you a BRI bit of a brief of how how things are happening right it will not give you anything too Wiig that is

not true of course you can try it out you can check it out but yeah you can get what you want from it right so I I have used concatenate here instead of this I'll just changed my uh range right I'll just I want want this first name and the second name to come in the same cell so there you go I got it I got the the name together combined right similarly I'll just drag and drop till the very end and it'll give me a the entire combination of column A and column B right

let's just uh say another thing let's just find out the number of characters that they're there right so how would I do that how do I find the count the count of characters in a single cell how do I do that just type in so it's basically typing out what you are thinking what you thinking right it just gives me the the thing that I can use equal to Len and this try it out so right count make another column count add my syntax it's just taking another cell I'll just delete it it's just a

dummy cell just add cell name E2 and press enter so it tells me okay Miss Jerry 1 2 3 4 5 6 7 8 9 gives me the correct order nine and similarly I can do now the point is that would also take into considerate the space if I have a blank here right it'll increase it to 10 right so it takes in consideration of all the blanks that are there as well right the similar thing if I just don't want this I just want another the cell let's say this one so I just put

enter right and then the best part I can just drag and drop and it will come of the column B right so these are the things that you can work on what if I want to calculate the weighted average of a range of sales how would I do that right so I'll just type in calculate the we weighted average right so it would give me what is the parameter in which I have to do right so it says that sum product is the the aspect that I need to look at right so I will have

to mention my range one range two then sum the sum of range two right so this is how the the exact weighted average will come right so we can get that as well if you want to right what else can we do let's just look at some other things what if I want to create a drop-down list of a cell right of a range of a column right so how would I do that how would I create a drop down list right so I would ask it to tell me how it is now one thing

that you have to know about it is that the things that are here right it in a in a single thread it has its own memory right so if I'm just writing it down a thing I don't have to mention that okay tell me in Excel in Excel in every prompt it would have the memory of the entire the this entire thread that we are talking about right it knows that the context is about Excel it knows that okay the things that we are talking about is of excel right so it will just give me

that the entire thing that will come up here right so it's it it is stating me that to create a drop down list with the values from B20 you can use data validation here's the thing right select the range of sales you want to drop down list for example assume that you want to create go to the data tab in the Excel click on data validation data validation dialog bar open settings tab allow drop- down choose list so so you can do it in this regard so anything that you have in your mind that that

is even a wild thought that okay this is the things that we can change in Excel right but you have no clue how to do that you can just type it out in Excel it would definitely have some of the other way to assist you on what you want to do right this was about the general basic prompts in which you can know what is happening how it is happening right in the income statement how P table or P chart will work I will show you so first we need to select the entire data okay

after selecting the data you need to go for insert here you can see pivot table or recommended pivot tables you go to pivot table click on that so it will take like select a table or range so whatever the ranges you required you can select that particular range or you can type here also okay and use external data if you want to use any external you can choose here and new sheet or existing worksheet so in this same sheet only you can see what is the pivote table and how the pivote chart looks like or

in the new worksheet also you can see so Ive clicked on the new worksheet just click on okay so there you can select which are all the values required for example I required only 2019 2020 2021 okay all three years I have selected this is your income statement correct the total revenues okay this is visible this is your pivote table correct so next how to create the pivote charts means after creating the pivote table next you can go here you will find the pivote chart okay in the same column so just click on P chart

and here whichever you required like candle border or whichever you required or it is comfortable you can select and click on okay see here all the information all blue colors is visible in so blue color is showing 2019 information orange color is 2020 and this gray color is 20221 so if you want only 2019 and 20 not required 2021 so if you just click on 21 that is untick then you can find only 2019 and 2020 so if you required only one year so 2019 and if you need to compare with 2019 and 2021 so

just click on that and here also whatever you want so here also values are there so you can select that values draw and drop here and here also Revenue only revenues we have taken we have any other information you can draw and drop here and the values okay that is also there year only so with this P table and P charts charts also we can easily analyze the your financial statements so and if you click on here the filter symbol is visible right so here also you can go and whichever you required like only like

first you can select all that is antique then you can select only total gains total expenses total losses and total revenues so here in the 2019 2020 21 we are comparing only these two years okay what is the total expenses and what is the total gain total losses and total revenues so easily we can compare in the pivot charts and if you want 2020 also you can just click on that you will get the information so if you comparatively total revenue and total expenses so in 2021 only it is highest the revenue is also High

and the expenses is also high so this is how we need to use the pivote table and pivote charts so if for example I know how to create pivot table and pivot charts so I can easily create if I'm not sure how to create pivot table and pivot charts so on that time also you can just ask the chart GPT so that will give the stepbystep process to create the pivot table and pivot chart to analyze your data it may be financial data or whatever the data it may be so that will clearly it will

give you the step-by-step information to create how or how to create the P table and [Music] charts how to create a presentation how to create slides using chart GPT right so in this scenario in this context like let's start off by taking another random topic let's say let's take climate change for that matter now I will put certain prompts and create an entire deck how I like how I want the deck to be using chart GPT right so for uh better results let's just take a GPT 4 model and let's just uh type in our

our prompts here right so my first prompt would be quite generic I would not add too many details in it but when you're talking about gbt 4 model if you give them various parameters then it is much more helpful otherwise gbt 3.5 and four would be the same so if you have a lot of parameters let's say uh climate um when I talk about climate change or the topic about climate so I would have if I want to input a lot of parameters in it you know talk about the audience in let's say Asia Pacific

region know about what is happening historical data on how the global warming has uh has started or or is on the rise what what are the various greenhouse gases so all that if I have to talk about I can give them the parameters to talk about right so all that we'll see let's get into it let's dive deep into it so let's just type in first what should I name right let's say um if I have to create a let's say PPT on the topic climate change could you suggest me some catchy titles for my

PPT right so let's just type in let's just see what it gives me right now I've given that I have to create a PP on the topic clment change could you suggest some catchy titles for my PBT right now uh it will give me a list of of answers right it will not give me one or two answers it will give me a list a good chunk of more than 20 or 20 results right and I can pick from there right Earth is a Tipping Point understanding climate change unra the climate conundrum the heat is

on decoding climate change so all this is given now I can choose right let's just take any uh random thing right uh let's just say um let's just take let just take this one right right there Earth is at the Tipping Point now if I want to create can you create a let's say I want to create a by line right by line for this title you know so also right if I do not know I have just heard the term by line and and I do not know what by line actually is right so

what would happen is that I it would just give certain de bent can help provide a little more context or highlight the unique perspective of your presentations right so decoding Earth's Rising temperatures and the fight for survival and then so it basically gives me a by line as well now what I have to do is I have to ask Char gbt to give me an entire slides how much is the amount I will specify but to create an entire deck out of it a slight deck out of it right so let's just do that so

now I will talk about create a slide create a slide deck of uh let's say 14 slides highlighting I'll just first give a random dump about climate change right so I'm just giving it that create a slide de for 14 slides about now make sure that the context here is that you do not have time to make the presentation let's just say that you have to make a presentation next day or the day after and you're running low on time so what would you do you would make use of CH gbd so that's all this

is about right so now this uh let's see the result now here's the proposed structure for your 14th slide PowerPoint presentation now slide number one is about title slide so I have already chosen Earth at the Tipping Point understanding climate change now this is the beauty of charg it understands what you have asked Char GPT before in the same thread right if I'm talking in the same thread right this is the new chart in the same chart if I'm talking to CH GPT right it will understand what I have spoken before it will understand what

I have I have input before right it have that memory in the same thread right so now it understands that my title that I elected is Earth at the Tipping Point understanding climate change right in two prompts before I I I did this one right so I I chose it understood that from this entire dump I have chosen this part right and it gives me after two prompts it gives me the same thing right the title slide title is this subtitle of this is decoding Earth riding and fight for survival right so it gives me

the first one here because I did not really specify it if I would have it would have given me the the one that I wanted right now it says that my slide one should be the title slide this is I explained it in the key elements the first slide is always the title slide then is the introduction a brief introduction about climate change its causes why it's important to understand and address it right then defining climate change this all this now if I'm not happy with this right if I'm not happy how it has you

know given me the things I can ask it to make it better right so now what I'll do do is I'll ask slide number two that is Introduction right so I'll copy paste this right here and I'll paste The Prompt below and what will I do I will just write add elaborate this point now I have to think in this perspective if it is an introduction slide how many pointers do I need right do I need to add images or do I need to add more text right so elaborate this let's say I find let

let's say four more points should be there more four valuable will points points elaborate this point in four valuable points and add a case study example from history right history okay so now I'll give it this problem let's see what the result is so slide number two right a brief introduction about elaborate this point in four valuable points now it will give me the dump that okay this is the thing what what is climate change climate change refers to a long shift in temperatures and weather patterns particularly a rise in global temperatures right case study

the little ice age a period fooling from The 14th Century to the mid 19th century Estates the natural climate variability during this period temperatures dropped by only about 1% but it was enough to freeze the river themes in in London causing widespread crop failures right so I asked him to I asked the chart GPT model to give me four valuable points and add a case study right example now I wanted to add a case study right but what it did is it added a case study in each pointer right which is what I did not

want right so I'll write here just give me one case study in the above answer in the above answer and just give me one case study in the above answer and keep the pointers up to one line let's make it two line to okay now let's see if it understands or not right yeah so it it gave me the thing understanding climate change the causes in I I asked it to give it in two RS it gave me to into two lines and then I asked one case study right one just give me one case

study so now it gives me one case study that the dust ball of 1930s in in United States is an example of a climate event by human activity po over farming practices like provid swi soil erosion and dust storms creating a decade long drought although not direct par to today's Global issue that has demonstrate how human actions can dramatically affect crime now this is something now if I have to verify this I can go and I can write it in Google and see if this is accurate or not which we should do any content that

you put or go forward from adding from chat gbt it needs to be much more clear number one in terms of the facts if they are wrong you need to cross verify it right if you have any doubt cross verify it because charge is accurate up to some level but you need to make you need to cross check because it may be wrong at times it's not fully up to the point in which there are no errors there are errors there are things that are factually incorrect so you need to also check that point as

well but since climate change is a very generic Topic in which you don't need to address a lot of uh you know technical terms so this becomes much more easier for for making a presentation for sure so understanding the climate change the causes the need to addresses the importance awareness right so now I have four headers in these things right okay let's now talk about uh how to add these slides in PowerPoint presentation so what I'll do is uh what I have got here right now I want to elaborate it right I'll just write I'll

just rechange it so there's this option here where you can modify the current prompt right so I'll add uh shift enter then I'll add add four let's say Five Short pointers in each section okay section short crisp let's add the word crisp pointers is Cris pointers in section so let's see what the result is so now what happens is it would give me an iteration right it would give me okay so this was my first iteration this is my second iteration so it will give me from now it understands that title slides cannot have a

fourpoint pointer thing so it would not give me those kind of pointers right now this gives me a lot more pointers I've asked for four pointers so it's giving me five pointers that is there now I want to add this in in my PP let's say so I'll just go to I'll create a [Music] new right so what I'll do is I'll refresh this and I'll I'll uh click on the right button then I'll create a Microsoft PowerPoint presentations right I'll name it as climate change CL change right I'll double click it I'll open it

now this is what comes up it's the PowerPoint that opens up now I want to add a new slide right so can I can create a title slide that is right there then I can add H subsequent slides right then I need Title and content then I can have much more like so slide number one let's see what what it has given me right so it has given me first is the title slide is Earth at the Tipping Point of climate change so I'll I'll click on this I'll copy paste this then I will add

this here right climate Earth at the Tipping Point right and this so this is currently at 54 let's just move it to 42 and let's just change this to let's say Cali and I can bold it and I'll bold it now if I want to add a subline by line right that can also be done decoding us Rising temperature and and this second right so this is generally in a lesser known in a let's say a bit more smaller than the previous so I kept this one as 42 this one I'll keep as 24 or

24 is is fine so I'll keep this as 24 now uh this is my title slide right there right so this one is sorted now the second one is adding the content the second one is about introduction right introduction I will either type or I'll just copy paste it introduction to and just say climate change okay so it comes up in board automatically at 44 but I'll reduce it to 32 right 36 let's just take it okay have to select all I'll just give the number 36 okay and I bold it's already bold it is

perfect right and I can add the content straight away from what it has given me right definitions brief explanation introduction and everything right so now if I want to add another slide I'm not happy with the flow right historical overview I'll just click on this then [Music] I'll okay so it has given me this response but I think I want to let's say I want to have in third slide introduction I'll just uh I have copy based definition of climate change introduction right so now these are are my main pointers right but I can't really

write definition of climate change right so what I'll do is write elaborate on slide two and chis [Music] poters right so now it'll go back and it'll think what this is about now climate change reference it has given me that it refers to the temperature something yeah weather patterns and temperatures it includes both global warming driven by human induced emissions of greenh gases and the resulting so what I'll do is I'll just C copy this and I'll just paste this so since it's the introduction the first pointer is about will be about about climate change

right then second would be it's uh Universal effects is this effects yeah so second I'm talking about what are the global impact it will have so I'll add that structure right there right now if I feel now if I feel that this is so I'll just put the textbook I'll just write 24 right okay so SC me one I'll just go in make it the entire text box I'll make it as 24 right now if I want to justify this right let's just say that I don't want this empty spaces so I'll just copy paste

I'll just control J so the text would be from Line to Line format okay so it will be justified as mostly happens in a research paper of some sort right uh then I want in the second page I want something else let's say the topic on this significance right so I'll go I'll just space here I'll just have 24 so I can write in that manner now I want to include another slide in which this is there right so let's just say that would be the third slide now if I want to include uh so

I don't want to include this I want to include something else right um this I'll just copy this all right so elaborate on on the pointers right so this can happen so basically anything and everything that you want can be done through this right you don't need to you know uh look around a lot of places when you're running short of time make sure that the the content is less technical because then you would have to verify a lot but in cases of for example this right role of carbon dioxide in green houses I would

want to go and verify if whatever this is written right is correct or not is are the greenhouse gases correct or not so which in which I can see is correct by the way but you know you have to verify it you have to go and verify it right so what what is this now I can add these pointers I can just go ahead head and add the pointers right here right so I can add the pointers so now what is the best part about this is let's just take that U I want a historical

case study to be presented right or I can ask them for historical case study on climate change let's just modify some parts so I'll write for historical case study uh on climate change can you add historical exam [Music] example right so from the very start it is giving me the responses like the little Ice Age dust ball keeping curve 2003 European Heat Wave uh record Arctic heat I melt and all that so this is giving me this now I can add these case studies in my presentations or what I can do is also one more

prompt I want to introduces that developer slide they introducing the main objectives of a climate change campaign include bullet points highlighting the key goals and strategies to be implemented right so what does this mean this means that uh increasing the awareness key goals influence policy right policy changes need to be introduced engaging communities Inspire actions right so the various strategies to implement is education programs policy advocacy so all these things right so now the key goals are written so how they were it was structured in key goals and strategies so it will give me two

different things now if it's my choice if I want to add it or not so let's just type in another thing let's just see what it gives the response so design a Slide featuring the timeline of important historical events and climate change movement utilize a horizontal layout and add brief descriptions to each each event to provide context so so if the the prompts a little more lengthier so gbd4 has this ability higher order reasoning right so it can give you better results in that scenario right so the timeline it is giving me in timeline 7279

what are the various things first world climate conference then Kyo protocol this Paris Accord that happened to 2015 so that's also mentioned here right so all the things are mentioned here how the they are now if I want to have this right so give me this was the most popular one right so elaborate on this if I want to give a case study much more depth so I will add add a prompt that would you know make make it much more bigger now if I read news I would know that there was a Paris Accord

in 2015 so what would happen is if I want to add key sections in which I want to talk more about right so these are the elements that I can use right so this will be coming in now in Our Deck right if I have to make a lot of changes so I will what uh I can make the changes to the design aspect of it I can make it uh look how it's supposed to be right I can add changes to the slides how I want the slides to be right so this can be

modified as me you can play around the functionalities of it but to create a crisp deck this is what is needed right you can what you can also do is if uh there is that that kind of uh space what you can do is you can also add extensions to the PowerPoint in which you can basically you have to dump what charge gives you and it will automatically give the response to it right I will just do one thing I'll just create a dummy presentation right so I'll create an empty presentation as you can see

so what will happen is that I will input in this the VBA code to create the VBA code of this slides right so since there are a lot of slides it will not create the entire one but let's just take a dummy example I'll ask charg to create a visual code so now here I have written make a PowerPoint VBA code for this to run on Microsoft PowerPoint right so let's see what the result is about so now it has given me all the code right it has made a code uh that can be copy

pasted in PowerPoint and the slides will be there right so let's just copy paste this code let's go to the empty presentation that I've have created so I'll click on this then do alt f11 right so what will happen is that it will open up this window right now what I have to do is I have to create I have to go on insert create a new module right so this new module is created right now what I'll do is I'll copy paste the code that was there in chat GPT gave me for VBA so

so this is basically Visual Basic for applications what it does it is your is your process of making a presentation so if I run it like F5 is how do you run so if I run it my it will automatically create these two slides from the dump right this was a dummy so two you can create more if you want so you don't individually need to add the content in there right so that's how you make your process easier in which you just have to dump what Char GPT has given you it will create a

VBA for it you can copy paste VBA in your presentation and make the entire slide deck so how convenient it is right so this is all about [Music] VBA write program to find or calculate BMI right so I'll give enter and let's see it is giving us directly a program in Python programming language how do you calculate body mass index that is BMI right so this is how the program look like and it will give you in the comments what it is doing what is this particular function for what it is applying how it is

calculating what is the formula and how it is converting how it is interpreting the corresponding messages in the different category whether if your BMI is less than 18.5 you're underweight and if you're having certain middle range it is normal weight and it is crossing 25 it is overweight and above that 30 it's supposed to be obese so all this calculation interpretation is done and it is giving us the output right so the major thing here is it is giving you the program as in when you ask without having any other delay it is giving you

the answer in second right so what you have to do to execute you have to copy paste into a python interpreter or online python executor and you can compile and run the particular program right next I will ask what is the efficiency of the code above right it just normally how you talk you can talk to the system so it will give efficiency is calculated uh with so and so time complexity is bigo of one and you're having overall structure and explanation is given what is the efficiency of this particular code which is put up

above so it is telling it is having the time complexity of bigo notated one right so bigo one is the time complexity and which is okay it is not having a bad time complexity it is having a very good time complexity right so this is the overall structure it is giving you the explanation for the same now let's check the next method what is the option it can provide in order to solve this particular program right so any other method uh to calculate BMI you can just give this also and check what the answer is

generated certainly there is another common method you in order to solve this particular problem statement in Python so it is giving a shorter code if you could see if you just compare in a Layman perspective this is a larger code and it is a shorter code again what is the efficient can see of this code if I ask the same question the method is different now so let me ask the same question it says yes the time complexity is Big go of one again it is a good performance consideration and this is the overall report

for the one single question which is been provided by the chat gpg so I will give the third option any other method we can imp to calculate BMI so this is my last query yes certainly there is one more approach which involves weights in kilograms and Heights and centimeters so it is giving us the variations between I think in the previous one it was considering the weight height again it is giving you a variety of solution if you compare both of it you might not find much difference between these two or it might be the

same program as well after one point of time if there is no solution no other logic applicable in any other way it will stop generating and it will tell start giving you the particular program repeatedly so that is when you understand there is end for it right because in 3.5 you have only the data up to 2021 right so it is not real time or it is not learn with the help of machine learning method with the help of users communication it is not learning much so whatever the data has been trained it is giving

you the output right so this is how you communicate you can use this Char to build a program this is the first task which we have completed let's check out a Next program to write a program in Python and display powers of two using Anonymous function let me enter this and let's check how does this look right so it is giving you enter the limit of powers and uh it will calculate using the anonymous function the powers is calculated and it is displayed right it is giving you explanation what is happening in the code as

well let's quickly check out what is the FI NC so what is the efficiency if you ask it will give you time complexity the complete details space complexity and it is going with respect to the generalized answer so let me again remodify this question I'll copy and paste the same efficiency of above code right so let's see I apologize for any confusion but I must correct my previous response so it is apologizing for us that it did not understand our question properly so now it is giving us this particular explanation with respect to time complexity

and space complexity right so this is how chat GPT will interact let's check out any other method to solve the above query so I'm giving with the spelling mistake also but still it can Rectify what I'm talking about what is the decent question which I give the chat GPD that is powers of two calculation right so again it is giving us a different logic here right you can do this two and fr right you can just have a lots of conversation with the GPT and create the programs which you require as per the logic you

want and it if you want a shorter code if you want a lengthier code if you want a efficient code depends upon the input you give and the charity will give you the output accordingly right so let's execute the third task let's have a program executed let's try out the last one write a program to check if two strings are anagram so so let's learn how this particular answer is provided right so it will first give you the function to check if two strings are anagram and it will give the length it will check the

length and it will give the frequency of the characters of the both particular strings which given all character frequency should be zero for anagram so it will take the input from the user it will check whether it is an anagram or not it will give you the output so this is the basic program which is been created and it will give the explanation how it is moving as well right let me take that particular question what is the efficiency of the above code so if you ask this it will give you the time complexity and

sometimes it will be giving you the space complexity as well so for now it is giving us the comparison of the time complexity and how it is producing the output how efficient it is how efficient it can be if you improvise your code if you cutshot your code if you make it much more optimized right so any other method do we have so let's have this question when you ask this question it will say yes we have another method to solve the particular problem of anagram so this is the output for the thing right so

this completes the overall picture of how do you build programs using chat GPT right so this is the output for you and this is how you Converse between the GPT and from The Real World right let's understand what is code interpreter in ch GPT so the most recent addition by open AI to chat GPT particularly as I told you for chat GPT model 4 it is code interpreter which enables to execute the python code in real working environment and it will also have certain essential functions and boxed in Python environment where an python code can

be run and for any other purpose you can use right it seems like it is only used for the particular programmers or oriented towards technological aspects building an application or something but code interpreter helps students also and Learners also it can assist in regular basic for variety of tasks as well right so this is the code interpreter in chat GPT let's see how do we interpret code using chat gbt right so before doing that we'll have to compare two different aspects as I told you that is 3.5 and four model of CH GPT so CH

GPT 3.5 is uni model the chat GPT or the chat bot which is version 3.5 only understands and interprets the text input it will interpret the text input only it is a uni model but chat D 4 can Now understand and process even images it accepts both text and image prompts hence it is multimodel right so the first comparison is uni model 3.5 and multimodel 4 right CH 3.5 was failing to understand the nuanes when it comes to natural human language if you remember while I was executing I asked what is the efficiency and it

gave the generalized answer efficiency is nothing but time complexity and space complexity but once I changed the prompt what is the efficiency of the above code it suggested it gave me the answer I apologize that I understood your prompt wrong and this is the answer for your particular question so it is trying to be much Humane compared to it is not being a machine like you it will just process what you ask and it will throw back the output it is not doing that it is trying to understand what is the aspect what is the

human being trying to tell me right so that is how it is interacting in GPT 4 we can produce improvised poems you can write essays it is much more creative and it is having coherence compared to 3.5 right coming up to the third Point charp 3.5 has no code interpreter option right in code interpretation is not there it is just giving you certain comments in the code and giving the explanation for the code if you ask it will give the code documentation that's it it is not having the interpreter right charity 4 has code interpreter

which is in beta version only that feature is available let's see when we go to the interface charity 3.5 does not allow file upload or output download so uploading and downloading is not present in chat gbt 3.5 but in four we have the uploading of code file option also downloading the output option right so these are the differences between the chart GPT itself between the different versions or models that is 3.5 and 4 let's see where the interpreter is available you have to go to the settings it says settings in beta it will say features

if you see code interpreter is off for 3.5 you can switch on this and you can start working with the program and the prompt write a program to add two numbers so I am just trying to execute it is writing a program very quickly any other features can we add to this program so I'm asking question it's only audition so what all can we add so it is suggesting certainly you can enhance the program by adding some additional features like input validation error handling and option to continue adding more numbers Etc right so this is

one of the option given can can we add other arithmetic operators to addition of two numbers if so kindly provide the program so I'm just asking like we ask others so it is giving you the complete arithmetic operation program here right so what it says of course you can modify the program and handle other arithmetic operators as well like subtraction multiplication and deficient right so updator version updated program is also given so how do you download this so you cannot download so let's ask how to execute this code in chat GPT let's explore let's ask

question how does it work so it is telling install a python interface and then create a python file and then run this to follow the instruction it is giving you how to execute also if you are having any issues you can download the uh python software and you can start running your program by copying it to a python file right what is the interpretation of the code above let's see that so it is giving you interpretation of the code completely function definitions are addition subtraction multiplication division you are having input validation so like this if

you switch off this interpreter let's see can we get the interpretation of the code above still it will give the interpretation as well right so if you ask the query it executes the prompt actually so if you switch on or switch off but if you ask the interpretation it will give you or else by default it will give you the code right now it's our turn to check out how does the chat 4 will work so I'll take a new chat here I'll switch to chat GPT 4 and there is an option which is in

default and plugins are getting sorted so there are different plugins you can enable right you have various plugins there so it is having plug-in store like it is giving about plug-in ideas so you have so many plugins code pad or it is having I'm just installing codepad just like that and uh you can install it's very easy click on this it will install and you can select between it right so it is having ask the code it is having ask your PDF and it is having various kinds of plugins available already prompt perfect show me

diagram so smart slides so Wikipedia everything you can just inculcate with the help of the plug-in so here there's an option to choose if you have multiple plugins you can switch between with the help of this particular option so I'm just giving a interface overview here before starting right again let's see settings we'll go to Beta features interpreter is off so let me switch on The Interpreter try a version of chart GPD that knows how to write and execute python code and can work with file uploads also so let's see the major difference now I

didn't talk about the difference in 3.5 I just executed and I just showed you the different particular options available so if you switch on the code interpreter it did not change anything in the 3.5 if you go to 3.5 it will not give you any option if you on The Interpreter or if you don't on The Interpreter right why was that particular thing happening because I'm working in the premium version this settings this particular settings for beta features was applicable only for four right if you log to a general chart GPT 3.5 which you're not

having premium version this particular settings and beta this beta feature will not be available for you right so that is why when you executed the previous code in 3.5 there was no change if you select interpreter if you switch off if you switch on there is no change it was implying only for gp4 not for 3.5 right hope this is clear now right the confusion is sorted so now let's talk about GPT 4 GPT 4 had code interpreter in the beta version so I am selecting that code interpreter if you switch off let's check out

once again to be double sure if you switch off and if you go back to CH GPT 4 you could see only plugin and default right so that's the major difference so quickly I'll switch on The Interpreter I'll go select the code interpreter and if you see the change you have a addition option here upload option right we say plus symbol or addition option upload file can be done here so I'm selecting a code which is already existing I'm uploading the code that is a python file to chat GPT 4 right so with the help

of code interpreter option so I'm sending this code file to chat gp4 it will give the overall picture what is happening inside the code file it looks like you have uploaded the Jupiter notebook file so it says interpreter example uncore do iynb and how can I assist with this particular code you have uploaded so please provide the output so in you ask kindly provide the output it will work on that particular code file and it will try to fetch the output or it will not let's see finished working it appears the notebook contains only code

cell so let's execute the cell to display shall we proceed it is asking so I am just giving yes to that right when you give s to that let's see it is working it is finished work and the codell in the notebook yes the program which I had given I had already given two different numbers that is 1.5 and 6.3 it has added and it is giving you the output for that is there anything else I want to do with this particular notebook so what do I do please add extra features enhance the code file

and display and display the code so let me see how does this extra feature is added certainly however I need some guidance so what all I should do it is asking us only so please add arithmetic operators with addition so I'm just giving this particular input like try to execute yes it is saying yes operate I will add is subtraction multiplication division along with the addition so this is how this particular code will look like see the same input which I've given in the code file is only taken that means whatever the code file you

have given it is improvising that according to your prompts provided it is not creating a own program if it is creating a own program the inputs would be different right so this is how it is improvising so I want to download the modified code file so let me tell I want to download this particular code file sure you can do that it is trying to wrap up into python code file might be so let's check out what it is trying to do so it is trying to convert this particular added features of this particular particular

code file addition was the only thing which I uploaded but subtraction multiplication division is added that is the extra of each is added according to our instruction so it is giving us the downloadable link for this particular code file it says download modified interpretation example code it is giving us the name also it is modified right so if you click on the download link it will download if you could see the download has been done here right so this is is the major difference which I was talking about how do you use code interpreter in

3.5 of char GPT and four model of char GPT so these features are available it is having a Sandbox of python it will try to execute in that particular environment ad features give you output so many operations will happen so this is the overall picture and comparison between the GPT 3.5 and 4 with the interpretation option which is still in the beta version right so let's end this particular topic here let's check out the next one how can we improvise our code what do we do with chat [Music] GPT I'm trying to copy or type

or paste this particular code which is present here if you want to know what is the error I can say it is an index error actually let's see whether the GPT will recognize the index error error and uh debug the program and provide corrected output is the first prompt we will ask the charb to and the second one is there any other method which we can be used in order to solve the same problem statement so this also we will try to ask the CH GPT interface in the debugging aspect right after the particular first

example is completed the same thing we can do with the second example where let's check out what is the error which is been put up here right after the object I have not put anything I've just mentioned equals and I just kept it blank so we paste the same code in the GPT and let's check out how does this work proceeding with the first task now here we are in the GPT interface if you want you can start off with a new chat or you can continue here itself so I prefer having a new chat

so I am pasting a error code here in GPT 3.5 right so you can execute in four also but I prefer 3.5 for the execution so I'll execute this program find the error so let's see how it will execute the code you have provided mostly correct but there is a potential issue when printing the value using a F string the call braces in the FST string need to be formatted with the index value so one of the curly braces was missing here right so that is why it is giving a corrected version program here it

is not telling us so you are not wrong it is boosting our confidence that you're mostly correct actually there is this mistake here it's like how we correct somebody as a a teacher or a person who wants teach something to a person who has made a mistake right we will try to convince okay you have made your attempt but you are improvised code is so and so it is trying to be human enough and it is giving the output to the inputs provided right so the corrected version is being added here it is having indes

that is index to axis this was missing it is giving the value here see index to axis it is giving this particular mest section and almost it was correct it was not missing anything but it is just trying to add and make the corrections accordingly and mention this particular error also here right so let me check out with one more prompt uh let me improvise this particular code so any other method we can solve the above program right so Sly here there's an alternative which is been provided so in this version of code attempts to

access the value of the specified index within the tri block if the index is out of range it will raise an index error right which is caught by the accept block so what it is trying to do it is using TR catch block where nothing was present when I gave this particular code file so it is telling we can improvise see it improvised by adding if else it also added one of the logic to the same object the same input which is created so if else is not there here so it added if else it

gave this particular comparison also if you could see index axis length with respect to that whether to check the index is within bounds or out of bounds it made this particular logic also accessible and which was not present here so these Corrections were told to us and it is made after doing all these things again it is adding exception handling right this is how the particular error is detected given the suggestion and improvise the particular code which we have provided and it will give the improvised modified updated code for asbc now let's check out the

second example the second example let's paste that particular wrong code itself and see what is missing something is missing here let's ask find the error if you don't ask also it will say it seems like you want to create instance of a subass and call the overridden method so it is analyzing what I'm trying to do I'm doing method overriding actually and this is the particular code this was missing actually my subass was removed in order to make a mistake and put that to char and ask for the correction obviously it detected and it has

given the corrected code also right so it is giving the explanation how it will work so any other method I just give any other method it's normally how I want to speak it is uh giving the prompt like that only and it is giving the output for us back so yes there is a method you can approach for by using super function right so it is giving a modified code as well here so this is how you debug your code if you're struck somewhere if you are trying to learn something or if you want to

solve something you have done half of the work and you're not knowing how to proceed you can upload the error code into the chat GPT and try to ask CH GPT what is the error how do you correct it what is the modified code and any other method you can improvise so everything can be asked so this is how debugging can be done for your programs using Char GPT [Music] right I'm trying to paste a code which is having index value error issue and ask an exception to this particular code and get the modified code

so and just giving a normal code and it says it looks like you have provided a simple python snippet that creates a list of a containing five elements and then prompts the user to put the input to the index the code and then access the value and it will print the index for the same if you have any questions about the code you can ask me so what it is Ping is what is the error that can happen in the code above so I'm asking a question what might be the error obviously the code you

have provided these are the errors it can happen input type error and index error it is given explanation also in order to solve this particular uh error you can use try except block right without us asking provide exception handling for this above code I'm just asking what is the error it might come if at all if it wants to how do you handle it is giving the complete try except Block in this particular modified code right so let's ask our customized exception handling question what it was discussed if user provides decimal index value as in

inut how to handle so I'm just asking my own question in my normal language without any sentence Framing and it is trying to understand and give me the output right so what it is s suggesting us to do we will convert the floating Point indexes to the decimal value and then we will execute the program the first conversion is happening then it is proceeding right so this is how it will convert right if you want to execute this particular program and check how it will work and if you're having Premier version of chat GPT then

you can copy this based in the gp4 and try to use The Interpreter feature in the chart gp4 right so for now I'm stopping it here that we have got the answers exactly how we wanted and the GPT has understood our problem statement it is suggested what all the problems can arise the errors can arise and how do you solve that with the help of exception handing program and then again if you give a customized exception hand to be handled it is providing the program for that as well right so let's check out the second

task and let's paste the code which is having zero index error and just work how it will take it coming up to the second task we are having a program here which is having the zero division error right so when you have this error let's see what it will do the code you have provided will inced cause zero division error because you are trying to divide by zero denominator is zero numerator is 10 so this is your program with error if you run you will get this output if you get that output how do you

solve that you can use this particular eel statement else I can say please add exception for above code it tried solving by using IF Els but I want exception so let me ask please add exception for above code it will give you try and accept block right so any other method to solve the above statement or problem let me give it as problem here so when you do this it is telling or giving certainly there is another way to divide this particular 10 numerator with the denominator zero even though if you get a zero division

error how do you solve it so this is what it is it is giving you the overall picture first we tried handling asking what is the error just we didn't ask anything we just pasted the code it gave us the what error and it also gave the solution for us we didn't want a defs we wanted exception we asked for exception it provided the exception and any other method if we can solve this major problem statement if you could see it is repeating the same code what it suggested in if Els right here if you

could see here as a solution it is repeating the same as another way it is going two and fro a lot right there's no much options it will start going to and fro right so this is all about debugging your code programs by using chat GPT prompt number one what we will execute we try to do the unit test for the above code any code which we have already executed we'll take that into consideration and we will try to execute so the problem number two suggest code Improvement ideas for the code and Implement any of

the idea and provide the code right so ideas will be given and out of that we will ask you can Implement so and so it will give the output accordingly so let's check out this particular testing how we can carry out in chart GPT interface here we are in the chart GPT interface and I'll try to add a code in ask the chat GPT to provide the unit testing so what it has done is as soon as you add and you give nothing as an input except the code you don't ask to perform any other

operation it will break the particular program and try to explain you line by line what is happening right after this we will try to ask perform unit testing on the code above right when you ask this sure I can provide you on the code about this is the unit testing which we can perform you have the code right here right away right it is giving the example and the explanation for the example right below the code right so this is how you do the unit testing any other testing options available these are all generalized chat

GPT prompts which I'm trying to ask my single doubts which which I get while I execute I'll try to ask the same to the interface yes certainly there are other testing options also available except unit testing framework you have many other options available apart from unit testing the first one is py test second one is Doc test so all this modular testing is also going through here right so any other options available to solve the code above I'm just asking the question it is giving the answer here for us with a different type of solution

and change logic right so let me ask the same thing what is the efficiency of the code above so when you ask this question it is giving us the efficiency of this operations being performed and size of the input list it depends upon that so this is the particular efficiency list it has been given with space complexity time complexity and every aspect right so this is how you do testing with the help of chat GPT and you can also find the various programs option and you can also Find the Errors if you want to you

can do unit testing apart from unit testing you can Implement doc test P test you have many other options if you go on exploring right so what I'm trying to say here is you can start from building your program to get to your desired output everything can be done with the help of chat GPT we saw one by one we started building the program we started debugging the program we started having the exception handling inside the program and we also got into the testing of the code right so it is catering to every stage of

one single program or application development which can be done with the help of chat GPT it can be a greater support for anyone who is learning programming or anyone who is expert and they want to explore more on both the aspects chat GPT will help for the coders and the non-coders as well right so this is all about the testing your code over chat GPT [Music] first we will try to access the code documentation for the code which is already existing and suggest any Improvement ideas we have been working for this and it is been

suggesting it is already done but still we will do it again Implement any other idea and provide the code right we are just asking a open-ended question Implement something and give me the modified code and we have one more prompt here create a dummy spreadsheet with four columns and fill it with 10 rows of dummy data format the resulting spreadsheet data as a table we'll check both in GPT 3.5 and four right we will do this fourth prompt in both of it right let's shift to char GPT interface now I'm trying to continue the same

thing kindly provide code documentation I'm trying to provide one more prompt for the existing code file here kindly provide code documentation it is an extra prompt which I'm running so when I give this it will give you the complete code documentation here it's going on certainly code documentation is essential to make your code understandable to others so this is how it is the documentation is done inside the code in the comments right and it is given the summary at the right bottom right so this is how the code documentation will happen if if you ask

if you don't ask you will have the comments but only limited comments if you ask for code documentation it will give you the complete picture right any other code can we integrate to improvise the code above it's a random chat GPT prompt which I'm trying to explore right how far we can reach right certainly there are various improvements and enhancements you can do for the code which is mentioned above input validation can be done one thing Dynamic list you can give and error handling in the main you can put custom exceptions you can make so

these are the four options which it has provided right so any other method available I'm just asking the questions if any other method we can go for it is going with a simple condition alternative method right so this is about how do you do extra work with with the chat GPD even the documentation is sorted with the help of chat GPD for the code or the application of the project which you work on right now let's execute the fourth prompt which I was discussing now we'll execute that first in 3.5 GPD so I'm asking a

dummy spreadsheet with four columns which is having name age income and City and 10 rows of dumy data to be put up in a spreadsheet table so let's see it is telling I a text based artificial intelligence so I cannot directly create visual elements like spreadsheets however I can give you the table which is displayed over here you can what you can do with that also it is telling you can use Microsoft Excel or Google Sheets in order to get it into a particular format right so the format in the DAT table can be put

up in Excel or Sheets if you want to choose Excel what you have to do select the data go to insert button in the ribbon and click on the table and you can just make sure you create a table dialogue box and you have table headers and click okay right so it is giving you an option I am not able to do this whatever you asked for downloadable Excel format or anything but but I am a text based person and I can just give you the details here but you can proceed making a separate Excel

or Google sheet file this is how it is giving the output for given input by the user now I'll go into a new chart and select chart GPT 4 now we are in the chart GPT 4 and pasting the same prompt which we executed in 3.5 and let's see what it will tell us it is working in the code interpreter format which I have chosen to do let's see what it will give the output again we'll switch off the code interpreter and check once more how it will work right overall we are experimenting in this

particular uh program or in this particular video what all it can do so here is the dummy data table it is providing us after execution so let's see let it complete all the 10 rows and what it will suggest us to do whether it is downloadable or non-downloadable how can it be done see that is the major difference between GPT 3.5 and four it is giving the downloadable CSV file with dummy data access right so what did we ask for we ask for a spreadsheet right I'm asking a question it's my own doubt can we

get Excel file downloaded for the about data so it's a non-grammatical how we think how we write it's very different so I've just given the prompt like that let's see you can download the dummy data and Excel format by clicking yes it is giving you an Excel format also it is giving you a CSV format also right so this is one of the plus point of using chat gp4 you can have a downloadable data so one last thing we want to experiment here which we discussed is by switching off code interpreter and just taking a

default chat gp4 so when you click this what happens let's see so it will try to execute yes this is the table it gives you in the format of plane text so can you download let's wait and watch it is just giving you copy code you can have a copy option already readily available here so let's see after the 10th entry can we download the above data so I'm just giving a prompt I'm sorry but I'm unable to facilitate direct file downloads you can copy the text you can paste it in your notepad or document

or wherever the situated places right so this is how it will make some difference when you have the same prompt executed in GPT 3.5 GPT 4 without Cod interpreter gp4 with code interpreter option right so this is all about the extra uses of Chad [Music] GPT now let us see how to give the prompt to our chat GPT I will start telling that I want to build a game app that is rock paper Caesars let my back end be Python and front end be HTML CSS and JavaScript I want to execute this on an online

editor namely riplet so this is our instruction constraint because here I'm telling chat GPT that I want to develop a rock paper Caesar game where python is my back end and HTML CSS and JavaScript being my front end so we are setting a context here so this is all about what we want to develop next is I want this for the target audience of college students and it should be for early professionals as well so let it be simple and easy to execute so this is where I am setting my audience pattern and the overall

context is set here then let the creation of this be very interactive and with simple explanation and a stepbystep process which helps me understand and create these easily so this is our overall context that we are setting here so I want it to be very interactive so that it'll tell me what to do stepwise then please help me connect both front end and backend codes easily and explain everything from scratch so this is again an instruction so this is my entire prompt which I want to give it to my chat GPT so I will copy

paste this prompt to my chat GPT here so I will go to my chat GPT and I will give my prompt if you want to know more about how to write these prompts in detail you can take up a course from our great learning platform and it is prompt engineering so now let us execute this prompt when I give this prompt so this is what chat GPT gives me back so sure let's create an interactive rock paper Caesar app using flask at the back end and HTML CSS Java for the front end here it's giving

me step by by-step guide to follow so it is telling me to sign in or log in to ret.com I will show you a demo of how the prompt decoding Works in a moment but first let's go through the basic setup for our front end we are using HTML to structure our game CSS to style it and JavaScript to add interactivity HTML will help us create the grid for the rock paper scissors game CSS will make it look appealing and JavaScript will handle the game logic such as detecting clicks and revealing winners on the back

end we will be using flask a lightweight python web framework flask will serve our front end files and handle the game logic on the server side this setup allows us to build a fully functional web app with python we are going to use riplet an online code Editor to run write and and test our code riplet makes it easy to collaborate and share your projects with others now I will walk you through the steps of building the rock paper scissors game we will start by setting up the front end files then move on to the

back end with flask and finally connect everything together so here I can go to Google and I can log in into my reple account I have already logged in so you can create one account for your own so this is my reple account next it is telling me to create a new project so it is telling me to click on the create button and choose flask as the template so I can go and click on the create replate option here I should select flask as an option that is your template now I have to give

a title to it so what can we give we can give it as rock paper Caesar game app okay so now create replate now once you click on create it will open a new page for us so now here we will be copy pasting our code so we'll see what is our next step our next step is to set up the back end that is python with flask so we have to open main.py and copy this code that is your python code so click on copy code here go to your driet so this is our

main.py so here I am copy pasting my code which I've have got it from chat GPT next after this step it is said telling us the step three that is to set up the front end so to set up the front end we have to create templates folder first so let me go back and I in main P now and here there is an option of new folder so click on this new folder and name it as templates okay now it is also telling me create a new folder named templates inside this folder we have

to create a file named index.html so I'll copy the same name and I'll go back and here it is telling me file so I will copy paste my HTML uh file now so I have created an index.html file now next after creating it it is telling me to add HTML code so I will just copy this code and I will paste it here in my HTML file that is index. HTML okay we'll see what we have to do next next it is telling me to create static folder so I'll go back on the main.py click

on main.py again create a new folder by name static okay and inside that we have to create two files now so one is style. CSS I will name a file as static. CSS so now after naming my uh one file name as CSS other file name is script.js I will create another file inside this by name script.js I have created two files inside static folder now so now I have to add CSS code so I have to copy my CSS code and I will go to my CSS file and I will paste the code here

next next it is telling me to add the JavaScript code so let me copy the JavaScript code from here and I will click on the Javascript file and let me paste my code here next we will see what it is telling so step four is nothing but running the application on liet so before we run in our into our execution let us see uh the main gist of what these files are now so this is the python file where you are setting the actual context where it is actually playing rock paper Caesar and all of

that taking the input from the user HTML file where it is used for structuring your code so your entire web page will be set up using this HTML structure then is your CSS where your styling your entire web page and then is your JavaScript which helps you to interactively connect everything on your code that you are developed so now once you understand it just about it it our we will move on to our step four that is your running the application on riplet so to run we have to just click the Run button on top

of the riplet then you can access the game is what it is telling so now I will go here and I will run so when I run this code you can see that you have got an output so it is telling rock paper Caesar so if I click on Rock it'll tell you chose Rock but computer also chose Rock so it is a tie so when I click paper you choose paper but computer choose Rock so you win so this is how you can get the output for a single player computer being your another player

[Music] first let's open our Char GPT playground and let me select 40 now let's see what will be our prompts I want to build a portfolio website let our front end be HTML CSS and JavaScript I want to execute this on an online editor namely one compiler this goes our instruction constraint to the GPT I want this for the target audience who have zero coding knowledge or at their learning phase like college students and early professionals so let it be simple and easy to execute and understand by them this sets target audience to the GPT

let the creation of this be very responsive creative and with simple explanation and step-by-step process which helps them to understand and create these easily this sets context to our chat GPT please explain everything from scratch we are instructing chat GPT how it has to give us the steps great now that we understand our prompt let's execute this on chat GPT 4 and see the results wow we got the results so fast and in a well structured manner for more information on chat GPT 40 check out our video on chat GPT 40 versus 4 versus 3.5

great let's quickly execute this to see our results how our website looks like we just copy pasted three different codes executing this codes is very easy on the online one compiler platform we just have to copy paste the relevant codes in the sections first goes HTML then comes CSS that is tyy as a third part we just copy paste the JavaScript code to the JavaScript container you can see towards your extreme right you have a preview window once you click on the Run button it will execute the complete code which you have provided and show

your website how it will look like this is the basic structure of your portfolio website you can enhance the design color pattern responsiveness and add few of the actions as per the requirement as well [Music] [Music] so text summarization in natural language processing is the process of creating a shortened version of given text while retaining its most important information it involves automatically extracting or generating a concise summary that captures the key ideas and main points of the original text the goal of text summarization in NLP is to to help users quickly grasp the essence of

a document without highlighting to read the entire text thereby saving time and effort as well it plays a crucial role in information retrieval decision making and efficient consumption of textual data so this is all about Tex summarization a brief about text summarization now we're going to understand more about this using chat GPT so as you can see that over here I have given a prompt that is steps to perform text summarization on a given text using python so you can see that first step over here is what before you can see one explanation is also

there that text summarization is a challenging task that involve considering the main points of a given text into a shorter version there are different approaches to text summarization basically so there are multiple libraries which we can use for summarizing the text but as you can see here we have some limited libraries using that we're going to summarize our text based on a given text first step is install required libraries as I said you ensure that you have all the necessary libraries for some izing the text next is two popular libraries for text summarization are nltk

and genes so here you can see first we'll have to install the nltk then after we're going to import more libraries which is required for pre-processing the text so first is stop word which is the part of nl. Corpus then nl. tokenize which is used to tokenize the sentence into tokens and there we're going to import what tokenize and send tokenize word basically we going to tokenize the word send means when we'll tokenize the sentences next is obviously the last di which is used for summarizing the whole text third step will come to uh uh

pre-process the text suppose if you want to perform any necessary pre-processing steps so what you going to do you going to remove the unnecessary characters and converting the whole text into lower case we going to remove the stop words you are going to tokenize the sentences into sentences or words as I can uh say over here by using this library that you can do that so here you can see that tokenize import word tokenize s tokenize basically is used to convert or will used to tokenize the text into sentences or words now the next is

here is an example of pre-processing using nltk so what we are doing we are converting the text into lowercase we are removing all the unnecessary characters which we have in the text and then after we're going to tokenize into sentences then after we going to return the tokenized sentence after that we're going to remove stop wordss this is the next step to pre-process the text so in this what we're going to do stop wordss are the common words that do not carry much meaning and can be removed to improve the summarization process so here nltk

provide a list of stop words that you can use here is an example how to remove stop wordss and this is the complete code for removing the stop wordss now this code will going to apply on the text basically from where we want to remove all The Unwanted uh words and all the unnecessary Words which generally the part of a stop word and which is not required during the summarization process after after that we're going to generate the summary so basically what we are doing here we are pre-processing the text we are pre-processing the text

means we are removing all the unwanted text basically from the text and at last we'll apply the final code to get the summary so here you can use a summarization method to generate the summary and here the summarize function from genim provide a simple way to perform extractive summarization here in here is an example for that you can see using this code what we are doing that we have separate sentences and at the summarization part we're going to join that single text into a form of sentence and that complete part we're going to uh convert

into a summary so the last is generating the summary so for that we're going to use this code summary is basically what you can use summarization method for that to generate the summary the final part the summarized function we're going to use in that and that summarized function basically use uh to summarize to get the important text out of the uh whole text what what we are using in this for text summarization so this is all the combined code what we have already discussed here now this is the basic example of Tex summarization using extractive

method text summarization now we're going to implement those steps on some text to get the summarized form so here you can see I have given a prompt that python code to perform text summarization on the given text so you can see that the text is actually too long and we're going to understand how to perform text summarization on this given text step by step so let's understand that so when I run this prompt what I am getting as an output over here so here you can see that we have a code based on the prompt

what we shared in chat GPT and as you can see that first is we are importing all the required libraries then after we are using the text on which we're going to process all the pre-processing task then after what we are doing we are tokenizing the text into sentence we are token tokenizing the sentence into word by using this anal tk. word tokenized function we are converting that whole text into lowercase by using lower function then after as this is the part of pre-processing we have to remove all the unnecessary characters and uh you can

see that we are removing over here all the stop words so common word with little meaning if you really want to understand more about stop word you can just ask over here as a prompt that what is basically stop words are so chat GPT will give you a complete explanation of stop word as well but in brief I can say that that those words which have little meaning and which is not so required in the text so we are removing all those text and which we call stop word by using this code then after we

can see that filtered words and we have applied over here that complete code for that then after what we are doing here calculating the frequency of each word So based on the frequence frequency only we're going to decide that which word should be there in the summary then after the next step is rank the sentences based on the sum of word frequencies and this is the complete code for that summary length that how many number of sentences you want in your desired summary so this is the complete code which we are getting as an output

through chat GPT now you can see that here this is the complete explanation also we have first is as I said importing the necessary libraries then after downloading the required nltk resources using nltk do download function assign the text to be summarized to text variable then after tokenize the text into sentences and uh how we're going to use that sent underscore tokenize function after that tokenize the sentence into words so whole sentence first will get tokenized into sentence then whole sentences will get tokenized into word by using word uncore tokenized function and then after we

convert them into lower case next step is removing a stop word from the word using a list comprehension we're going to talk about stop words more but first we're going to implement this code into collab notebook that whether we are getting a correct output using this code or not next you can see over here that after removing stop words we are calculating the frequency of each word using fre quency disc function that fq D disc function rank the sentences based on the sum of word frequency and store the score in the senten score dictionary set

the desired summary length summary length is basically uh is what the number of sentence you want in the summary like three sentence as a summary you want four sentences as a summary you want So based on that we will give the number over there and we'll get the output then the third last step over here is select the top rank sentences using an largest from hip q and construct the summary by joining the S selected sentences with spaces and then after we're going to print that whole summary so basically what we are doing here first

we are importing the required libraries then we will going to apply the pre-processing uh on a given text and then after we'll going to summarize the whole text by after removing the stop words and unnecessary uh characters and at last we'll get the summary by using summary function summarized function so let's understand that what code we are getting over here so now let's implement the code what we have uh seen over here in chat GPT in collab notebook and when we Implement that that we want to actually see that that the output what we are

getting is correct or not so as you can see I have copied the whole code over here and when I will run this code let's run this code I'm getting over here summary and how many sentences I'm getting over here is three sentences why the reason is I have given the summary length over here three let's say if I give four over here and when I will run this code I will get I will get the four sentences and that four sentences will get joined and give you a proper summary based on Force so we

have understood uh the text summarization each and every code of it and we have implemented as well that in the collab notebook just to get the confirmation whether we are getting the output or not so we're going to understand the combined explanation what I discussed with you into a step so in step by step we'll understand each and everything so we'll give you better Clarity that what we have done uh in text summarization so I have given the prompt over here for that that write the above code step by step with explanation when you give

this prompt you will get all the code and in a separate way like in step by step you will get each and every code and parall you will get the explanation of each step so first is import the required Library so all the libraries we have to give there because once we implement the library then only you'll be able to pre-process the text you'll be able to summarize the text by using these libraries so first is analytic Library which is used for what natural language processing task processing task means like tokenization stop word removal Etc

second is stop word from nltk do Corpus so in nltk do Corpus it provide a common words to be removed from the text so now we'll understand what are stop words because here you can see that stop words basically uh over here provide a list of common words what are those common words are so when I ask Chad gbt that what are stop words so you can see as an output over here is in the above code stop word referred to a set of commonly used word in language that often carry little or no meaningful

information when it comes to natural language processing task like text summarization what we are doing these words are like the is between and two kind of English words which has no meaning in terms of if you want summary of a particular text because generally in Tex summarization the meaning of text summarization in itself is to summarize the whole text and to get the meaningful information out of the complete text so in the code toop word module which is the uh part of analytical Library basically a set of stop words specific to the English language and

stop word. word English over here you can see that a function it return a set of English stop word which is actually which has no meaning or which has no importance in terms of summarization by removing this stop word from the text you can see that before text summarization we have to remove it and we can focus on the most important part of the text now the next is the line of code filter word over there which we going to see the meaning of the filter word is over here is to get the words which

will get filtered out through after removing the stop wordss so when I will go back to the code as you can see here that chat GPT is giving you the explanation of stop word after that here you can see that next one is freak disc we'll come to that uh fre filtered word word but uh before that let me explain you the next module which we're going to use over here is frig disc which is frequency distribution we already discussed that but we're going to understand this in more detailed way so why it is used

it is used to calculate the frequency distribution of words next is we are going we are going to use hip Q which is basically what used to select the top ranked sentences based on their scores so we have already imported all the libraries Next Step was what now the next step is we're going to define the text which will going to be summarized so we have already discussed about the text as well the text variable store the input text that we want to summarize fourth step is tokenize the text into sentences and uh which will

obviously convert which will tokenize all the text into sentence and it will break the text into individual sentences because we had actually in the starting the combined paragraph we're going to tokenize that paragraph into um separate sentences and then we're going to store them in the sentences list after that once we'll get all the sentence separately we're going to break those sentences into word how we're going to do that by using word underscore tokenized function so here we are applying that only we're going to implement that word underscore tokenized function on uh on the previous

code basically on the sentences and we'll tokenize that sentence into word after doing that you can see parall we are converting those word into lower case by using lower function so lower function is basically used to convert all the capital words with capital initial everything into lower case now the resulting word where will get store in word list as we were storing the sentences in the sentences list here we are storing the word tokenized word into word list after that now once we'll get all the tokenized word what we're going to do the next step

would be removing stop word we have already discussed what our stop word is and next step in that same code we are seeing over here is filtered word so filtered word we were discussing that I told you we're going to discuss more about it so here filtered word are what after removing after getting the stop word we'll get the complete set of stop word and then we will going to remove that and once we'll remove all the stop word from the text from the uh the list of word what we have at the end the

remaining word which which will get as an output we term as over here we are giving the name for those words as a filtered words so next step would be calculating the frequency of each word I've already discussed this but I'm explaining now step by step just to get the more clarity on it so next step calculate the frequency of each word by using I discussed and I told you earlier that freak disc is a function which is used to get the frequency of each word based on that we're going to understand we're going to

decide like which word we're going to use as a summary we're going to include in a summary now the rank the sentence based on word frequencies higher the frequency we'll get the higher chance to be the part of the summary so here test score dictionary is initialized to store the score of each sentence we are creating a dictionary over here with curly bracket basically over here curly bra is basically what it is actually the dictionary only and here we will going to append all the score of each sentence now for each sentence in the sentences

list the words are tokenized and convert into lower case so we are doing the same here and then after if a word is present in word frequency so if it is present in the dictionary then its frequency is added to the score of the corresponding sentence in senten score then after we will going to set the desired summary length how many sentences you want in a summary so summary length is equal to three we are giving it's up to you as I said earlier as well and at last we will get the final summary based

on the length what we are deciding over here so now uh here you can see that we are going to implement those code step by step earlier we have seen the output we were getting the output but uh we have applied the whole code at once now we're going to apply step by step so you will get like at the end of each step what output you are getting so we have applied all the we have implemented all the libraries we have uh given the text which we going to summarize and when you see that

that we are converting this complete this complete text into sentences when I run this code I'm getting all the sentences like the complete paragraph into the form of sentences then after the next step would be to break the sentences into words so when I will run this code this code will break those sentences into word so we are getting all the sentences now in the form of words basically we are tokenizing the sentence into words once we get all the words tokenized word we're going to apply the stop word function which is used to remove

the stop word from this given tokenized word and at the end we will get the filtered words so when I will run this code you can can see that here we are getting only the usable word meaningful words except those the is between of kind of stop words that has been removed from here we only have the filtered word with us we only have the meaningful word with us which is actually required for our summary next is we're going to calculate now the frequency so when I will run this code I will get the sentence

score so here you can see that the first sentence is this one so when you will see what is the score of this sentence is 118 118 when I will check the other one the other one has 87 same the next sentence has the frequency 73 the other fourth fourth one has which how much 70 so here we are getting the score of the sentence we are getting the frequency of the sentence now we have have the frequency based on these ranks we'll get the final summary and how we'll get the final summary first we

have to decide how many number of sentences you want in your desired summary so here I have given three and then after we'll going to understand what we're going to select the top ranked sentences based on the frequency as I already shown you and we're going to print those uh top ranked sentences as a summary over here so when I will run on this code I'm getting the top ranked sentences in the form of summary and here joint function I'm using because obviously three sentences if I'm getting I don't want in the form of uh

sentences way I want that in the form of paragraph so I'm going to join that three sentences top rank sentences and that will get joined and we'll show you in the form of a summary in the form of paragraph so here you can see the first sentence then the second sentence is this one and the third one is the quarterly profit so these three senten are the top rank sentences which I have you which I have joined using join function so that's how you can do the Tex summarization using chat [Music] GPT now it is

time for us to understand how chat GPD can be used in the field of marketing so first of all when you talk about Marketing in general we are going to take a very simple example here let's say you want to open an ice cream parlor in your town what is the first thing that will come to your mind well if you want to open a new business in your town the first thing that you want to do is you want to identify the target audience let's say I want to sell chocolates I want to sell

ice cream you want to do anything you want to sell any kind of product the first thing is you want to understand the target audience if you do not understand understand the target audience you will never know what kind of product you should develop and what kind of location you should develop for your parlor for your store or for your business so those things are extremely important now the very first thing in marketing that we are going to take is identification of target audience and we'll see how chat GPT can help there so first of

all we are going to ask a very simple question to chat GPT let's take the first question so as we know that we are going to talk about an ice cream parlor and that's the example we are taking so let let's ask Chad GP that I plan to open an ice cream parlor in the town how can I identify the target audience for the ice cream parlor enter and it will generate answers for you so as you can see on the screen that identifying your target audience is crucial to the success of your ice cream

parlor as it helps you tailor your marketing efforts and menu to meet the needs and preferences of your potential customers precisely what I told you so it is first of all giving a basic instruction about why it is important for you to identify the target audience and then it is also telling you how exactly you can go about it it is telling you the step-by-step procedure for that so it is giving you examples like first of all you need to analyze the demographics of the area once that is done then you need to conduct market

research once you are done with conducting your market research you need to look at the competition that is extremely important then you need to consider seasonal Trends and you need to use social media to best use this particular tool and then it is also giving a basic instruction in in terms of by taking these steps you can gain a better understanding of your target audience and tailor your ice cream paror to meet their needs and preferences now that is the beauty of Chad GPD so I asked the very simple question that I want to understand

my target audience for the ice cream parlor and it is not going to give me a generic response it is going to give me a response which is specific to the ice cream parlor that I'm going to open in my town so that's the beauty it is going to give me all the personalized result for the ice cream parlor it is telling me to analyze the demographics of the area then conduct the market research look at the competition consider the seasonal Trends and then use social media to find the best way to identify the target

audience in the town in marketing it is extremely important what exactly is the location of your store or your parlor right because that will largely depend upon competition the kind of Market you have and that will attract and grab the attention of the audience so the next question I want to understand is that what should be the location of the ice cream parlor in the town so let me type that question so once you'll ask what should be the location of the ice cream parlor in the town it is again giving me what are the

different factors that I should consider first of all it is telling me that here are some factors to consider when choosing a location for your ice cream parlor it is talking about foot traffic it is also talking about accessibility that choose a location that is easily accessible for your customers and these are some good points that you can genuinely consider then it is talking about competition that how important it is for me as a business owner to take a look at the other ice cream parlors in the area and then consider choosing a location that

is not too close to your competition it is talking about demographics and what are the other factors which can help me in deciding the location for my ice cream parlor for example it is also talking about parking and if you're not satisfied with these answers you can also ask Chad to elaborate more on a particular point now let's say you have understood that these are the different factors which will impact that how you want to go about locating your particular ice cream parlor now you really like the third Point let's say you want to understand

more about competition and you want to understand that for your ice cream parlor how can you beat the competition and gain a competitive Advantage for this particular parlor so let's type that question now if you can see on screen if I type How can I beat the competition and gain a competitive Advantage for the ice cream paror it is going to give me a lot of methods for that as well it is saying that beating the competition and gaining a competitive Advantage is critical for the success of your ice cream parlor and here are some

strategies that can be used by me as a business owner of the ice cream paror to set myself apart from the competition it is talking about developing a unique menu then emphasizing quality then it is talking about providing excellent customer service it is providing me information about offer promotions and discounts it is also talking about emphasizing cleanliness it is talking about the use of social media so these are some tactics that I can use to beat the competition now one thing that you definitely need to remember is that whatever answers chat GP is going to

give you are definitely good you can definitely use those strategies but eventually to make it personalized for yourself you have to understand that what part of this answer can be utilized in your particular case if you're going to open an ice cream parlor in your town you know your budget you understand the target market better than this particular tool as well so see which part of the answer can be utilized get ideas get creative ideas use whatever can be used and whatever you feel is irrelevant to you you can drop those ideas so Embrace whatever

is useful for you whatever is effective for you and you can drop the ideas which are irrelevant or not effective to you now let's try and understand so it has given us a few ideas for beating the competition but let's say you are not really satisfied with this answer and now you want to ask chat GP to give you more unique points let's say you say that all these points are already covered by the competition can you suggest a few unique points or can you suggest a few unique techniques let's say now as you can

see that I'm not really specifying that I'm still talking about the previous case chat GPT has the power to understand what you are talking about and giving you relevant answer so if I type all these above points are already covered by the competitors can you suggest something unique and I press enter and here's my answer it is going to give me some unique points as well it is saying that if the strategy mentioned above are already being used by your competitors it's time to think outside the box and find something unique that sets your ice

cream parlor apart I didn't mention ice cream parlor in the above question but still chat GP as showing the power of AI has the ability to still relate the points that I have already discussed and then give me information which is relevant to me for the particular ice cream parlor in this case and it is talking about points which are different from the previous answer so initially it gave me some ideas like developing a unique menu or emphasizing quality Etc and I said that these points are already covered by my competitors so can you suggest

something unique and it comes up with some unique ideas off for customizable options or create an immersive experience or partner with local businesses so this is not a point which was covered in the previous answer here it is giving me examples like if there is a local Brewery or there's a local coffee place you could partner with them to create a beer flavored ice cream now that's a great example you can utilize these examples or you can tweak it a little bit to make it personalized for you to customize it for you and then use

jet GPD in your particular personalized case so the idea is not to take the advice of chat GPT as it is the idea is to use use it for marketing see what is relevant for you and use those particular examples which are relevant to you which can be customized for your particular business for your particular product so this is the basic way with the help of which you can use chat GPD the idea here was to identify the target audience so we understood the different methods how we can use chat GPT to identify the target

audience we also understood how we can find the location of our ice cream parlor by using chat GPD we understood how we can beat the compu ation we found that there were few points which are irrelevant to us but there were few points which can actually be used now with this module we have established three things first we have identified the target audience for our ice cream parlor second we have actually found the location for our ice cream parlor and third we have understood that how can we beat the competition and gain a competitive Advantage

for our ice cream paror in the town now let's move ahead and develop this business with the help of chat GP let's ask Chad GPT to create a marketing plan for my ice cream parlor for the upcoming new year so if I ask create a marketing plan for my ice cream parlor for the upcoming new year you can see that it is giving us suggestions like Define your target audience first the first step in creating a marketing plan for your ice cream paror is to Define your target audience and then plan promotions and offers it

is talking about special promotions and offers that we can uh use on the new year occasion to attract uh customers then it is giving us ideas related to using social media for the same to Leverage The Power of social media for this special occasion of new year it is also talking about hosting events Etc so that's how you can actually use chat GP for one specific occasion similarly let's say you want to come up with few one liners or for elderly people in the town on women's day let's see what are the suggestions that Chad

GPT can give us there are three things first of all we are asking Chad to create one liners then we are asking to Target elderly people and third thing it is for a special occasion that is women's day can Chad GPD keep in mind all these three things and create content for you let's see first treat yourself this women's day with our delicious ice cream well it is a good oneliner especially for women's day note maybe specific to Elder people let's see what are the other ones seniors deserve a sweet treat come enjoy our ice

cream on women's day now that's a great deal it is for elderly people it is talking about seniors it is a oneliner and it is also talking about the special occasion of women's day similarly if you talk about for the young at heart come enjoy our delicious ice cream on women's day that's again is a very great tactic celebrate women's day with our nostalgic flavors that will take you back in time that is again a very good line very good oneliner to Target the elderly people in the town on a special occasion of women's day

similarly if I ask Chad GPD to create a great gratitude letter for our regular customers of ice cream parlor on a special occasion of let's say Eid let's see what is the result we can expect so as you can see on the screen it is giving us a proper letter on the special occasion of Eid it is saying that on the special occasion of Eid we want to take a moment to express our heartful gratitude for your loyality at our ice cream parlor it is also touching upon all the points that we have discussed till

now as we celebrate Eid we want to extend our warmest wishes to you and our loved ones so that's the beauty of chat GP can create content which is very very specific to a special occasion so if you are planning for Diwali if you are planning for Christmas Day if you are planning for Eid it can not only create content for you but can actually help you in creating the entire marketing plan we are going to ask Chad GPT to suggest a few names for the ice cream parlor to grab the attention of the customers

or the audience so as you can see on the screen I'm typing a generic question that suggest a few names for the ice cream parlor to grab the attention of the customers now chat GPT has the ability to relate it to the previous information that is had already given me so if I type enter it is going to suggest a few names to me like here are the some suggestions that you can apply to your ice cream parlor the first name it's giving me is sweet tooths Delight or the scoop shop or the ice cream

dreamy so there are different names that it is suggesting and you can find any name that is relevant to you now let's say you are not really happy with these names and you wanted a name which starts with a specific letter let's take any specific letter and it is going to suggest you names that are going to start with the letter s let's see what are the results so it is showing that Scoops and smiles Sweet Sensations sugar and spice so these are some names that are starting with letter S and it is giving you

good results for that as well similarly if you want to suggest more let's say you want to make these names more engaging so you can write can you make these names more engaging and personalized for my customers sure I'd be happy to help here are some personalized and engaging name suggestions for your ice cream parlor now in this question as well I didn't really mention ice cream parlor but it is still able to relate the information from the previous questions that I have asked and it is giving me information which is relevant now it is

saying and giving me a few names which are more personalized and are more [Music] engaging so first of all to tell you how exactly we go about using chat GPT let me put in a random query saying can you create email templates for me let me ask chat GPT and let's see how it gives us different outputs so if I type in the query can you create email templates for me it says sure I'd be happy to help you create some email templates please let me know what type of emails you need templates for and

provide any specific details or requirements you have in mind here are some examples of email templates for common use cases so this one is business introduction email where it is talking about the recipient name and then the email body and then finally the salutation Etc all the things are given in a very good way way similarly job inquiry email and then it is giving us more examples related to some followup email and all these different templates are provided now let me put up a case and let me ask chat GPT if it can give me

the email template for a very specific situation let me say that I am a business owner and I need to send an email to my customers informing them about the upcoming 25% discount on all my products that I am offering in my organization can you generate a template for me let me put in this query and see what are the different results that we get so as you can see if I type in the query I'm a business owner and I need to send an email to my customers informing them about the upcoming 25% discount

on all my products and I'm asking chat GPT to generate a template for me so if I press enter you can see it is going to give us an answer it says sure here's a template for an email informing your customers about an upcoming 25% discount on all your products it is giving me a subject line saying exclusive offer 25% discount on all our products then it is talking about dear customer name we hope this email finds you well as a valued customer of this and this company we are excited to share some great news

with you we are thrilled to announce an exclusive limited time offer for all our loyal customers and at the end if you see it says thank you for your continued support and we look forward to serving you during this special offer hurry this exclusive discount won't last long it is giving a call to action as well and it is giving us a note that please customize this template to filling in the necessary details such as the start date duration of the offer promo code and contact information to make it relevant to your specific business and

customer base so that is the power of AI we are talking about when we come to chat GPD so you put in some information related to that you want a 25% discount you are a business owner and you are sending this email to your customers and we just asked for a simple template that we wanted chat GPT to create for us and it gave us a wonderful template now we can use it as it is or we can make some changes depending upon the business requirements on our specific needs now let me ask chat GPT

if it can make the above mail specific to let's say my clothing brand I said that I am a business owner let say I'm the business owner of a clothing brand and now let me ask chat GPT that can you make the above mail specific to my clothing brand and here you go certainly here's a revised version of the email template tailored specifically for a clothing brand exclusive offer 25% discount on all your clothing brand name products so you see the difference initially we didn't talk about a particular brand so it's saying exclusive offer 25%

discount on all our products but here as soon as we mention about the clothing brand it is picking up the hint and it is giving us a revised version of the same template you can see the deer customer name and here you can see that it is talking about things related to clothing brand whether you have been eyeing that perfect pair of jeans that stylish dress or that cozy sweater now is the time to grab it at an incredible price our clothing brand name collection features the latest trends in fashion made from premium materials and

designed with exceptional craftsmanship so that's the beauty of chat GPT it gives us some amazing results in form of some catchy phrases so that's how we can use chat GPT when it comes to content creation for drafting emails now let me ask Chad GPT if it can make the same content piece same email more catchy and engaging for the customers let me type in the query can you make it more catchy and engaging for the customers and here you go here's an updated version of the email template that adds a more catchy and engaging tone

to entice your customers here the words are changed now if you see the subject line flash sale alert get 25% off all our clothing brand name Styles hey customer name are you ready for some serious fashion savings we have got an exclusive offer just for you get ready to upgrade your wardrobe with our hotel test this and this brand name Styles at an unbeatable price and all the other information is provided par by par as you see and it is very very eye-catchy and can grab the attention of any customer who's going to open that

email now let's say but you feel that this is a very good sample but again it is too long and you want chat GPT to make it more concise so let me put in the query this is too long can you provide a more concise version of this email template let's see what are the results we expect and certainly here's a size version of the email template for your clothing brand hurry 25% off all this and this brand name Styles High customer name ready for a fresh and deal you can't resist get 25% off on

all this in this clothing brand name styles for a limited time only and you see the duration and the length of this particular email is very very less and shorter compared to the previous sample so that's the beauty of chat GP if you get an answer and you want to tweak it a little bit let's say you say chat GPT to make it more engaging to make it more personal I for the customers to make it more empathetic for the customers you can do all those changes just by putting in a Crome such as this

is too long can you make it concise this is too long can you make it shorter or can you make it more engaging this is boring can you make it more quirky all those different changes can easily be done with the help of chat GPD now let me ask chat gp2 to give me some more ideas for the subject lines to grab my customers attention let's see whether it can give us some amazing subject lines or not so if I put in the query give me more ideas for these subject lines to grab my customers

attention and you see that here are some additional ideas for subject lines that can grab your customers attention number one flash sale alert you have 25% off all your clothing brand name Styles then if you go to the seventh one spring savings 25% off all your clothing brand name collection or celebrate with savings 25% off on all the different style or Limited stock alert you see these are some amazing subject clients that you can definitely use in your email drafts now let me ask chat GPT to give me some ideas for the call to actions

in the email body now in email bodies call to actions are very very important especially when you are sending these emails to your customers if you won't have any call to action the customers will not have any idea what they're supposed to do after reading that email but if you click on buttons such as learn more or let's say you click on uh you ask about uh go to to the website or visit our page if some call to action is there then it will definitely increase the traffic to your website and you can convert

more and more customers and you can be more and more profitable so now let me ask Chad GPT to give me some ideas for the call to actions or cdas in the email body and here you go certainly here are some ideas for cdas that you can include in the body of your email SH now and save or get the deal or claim your discount or browse now and save big or show with promo code and and promo code can be mentioned over there or don't miss out shop now these are some amazing examples of

how CTA should be at the end of your email body now let's let's take a different example let me ask Chad GPT to give me some other draft let's say I am a computer science engineer from IIT Bombay with three years of relevant experience in software development I want to ask Chad GPT if it can suggest an email template that I can use to send my resume to the HR of a potential employer the very important thing is whenever you are sending your resume it is extremely important that you draft a very good email so

that the HR not just open it and they also have the courage to go and find your resume and then download it and then show it to the hiring manager so it is extremely important what you are writing in your email let me ask chat GPT to give me a few suggestions in terms of that email draft that I can send to the HR of a potential employer or a potential organization that I wish to join let me put in that information and see what are the results we can expect so as you can see

on your screen if I put in the query I am a computer science or CS engineer from I Bombay with 3 years of relevant experience in the software development can you suggest an email template that I can use to send my resume to the HR of a potential employer here's the answer here's an email template for sending your resume to the HR of a potential employer subject is application for this and this position and your name dear hr's contact name I hope this email finds you well my name is this and I am a highly

skilled computer computer science engineer with three years of relevant experience in software development I'm excited to express my interest in this and this position at your company as an aluminous of the esteemed Indian Institute of Technology Bombay I'm confident that my technical expertise combined with experience in developing Innovative software Solutions makes me a strong candidate for this and this position at your organization I have a proven track record of successfully delivering high quality software projects leveraging my skills in programming Lang anges such as Java python C++ so if you see over here all these details

we have not mentioned in the question but chat GPT has the ability to understand the tone of what you are actually asking and then provide you a solution for your particular question every time you will put in more and more information you'll make your prompt more and more precise chat GPT will give you better and better information now let me ask chat GPT let's say you have sent this uh particular template to the HR but as an H or as a recruiter I need to send an email to a job applicant informing them that we

won't be proceeding with their application let me ask chat GP if it can give us a template for the same as well let's say I am the HR in an organization and I receive this particular template from this I Bombay student and I do not want to select this candidate because let's say I feel that this person is not a cultural fit for the organization and now I need to reject this particular candidate how can I send an email to the person saying that his profile or his application is rejected let me ask chat GP

and see what other the result we can actually get so if I type in the query as a recruiter I need to send an email to a job applicant informing them that we won't be proceeding with their application can you give me a template for the same and certainly here's an email template for informing a job applicant that their application will not be proceeding subject update on your job application dear this person's name I hope this email finds you well thank you for taking the time to apply for the position of this and this position

at this in this company we appreciate your interest in joining our team and carefully reviewed your application after thorough consideration we regret to inform you that we will not be proceeding with your application at this time you can see that we wish you the best of luck in your career Endeavors and thank you again for your interest in this and this organization so now you can change this according to your needs as an HR whatever position and you can change these different details and you can use this template as it is but let's say as

an HR to save your employer branding you feel that this is not empathetic enough since you are rejecting a profile it might hurt the feelings of the other person who's going to receive this particular email so to save yourself from hting the feelings of the recipient let's say you want to make this template more empathetic now let me put in the prom that can you make it more empathetic and let's see what is the result we can get from chat GPD and enter absolutely here's a revised version of the email template with a more empathetic

tone the subject is update on your job application dear this applicant's name I hope this email finds you well and we sincerely appreciate your interest in joining our team and want to express our gratitude for the time and effort you put into your application for the position of this at this company now you can easily see the difference that the second one is much more empathetic sample when compared to this one here the email says that I hope this email finds you well thank you for taking the time to apply for the position but here

if you see it says that we sincerely appreciate your interest in joining our team and want to express our gratitude for the time and effort you put into your application for this and this position at this and this organization you can easily see the difference in this entire email sample that it is much more empathetic and it will definitely not hurt the feelings of the person that you're going to send this email to so it is a much more better example when it comes to sending an email to a candidate who's rejected or whose profile

is rejected now let me take another example and let me ask chat GPT to give me a sample email template that I can use to inform the sellers of let's say my e-commerce company about a new update in the business process business processes keep on evolving I have let's say changed some business process and I want to inform the sellers who are there on my e-commerce platform how can I send them an email informing them about that business process change let's ask chat GPT if it can provide us a template for the same or not

and here you go here's an email template the subject is important update regarding business bus process and the company name dear sellers name we hope this email finds you well we are writing to inform you about an important update in our business process at this and this company as a valued seller on our platform we want to keep you informed and provide you with the latest information and we are excited to share that we have made some changes to our business process to better serve our customers and improve the overall seller experience the update includes

briefly explain the update or changes in the process and then all the other details are clearly mentioned over here thank you for being being a valued seller on this and this company sincerely and you can write your name your title and company name it gives us a great sample now similarly let's say you want to translate this particular email sample to some other language let's say your sellers do not understand English or you want to change it to let's say German or Spanish or Hindi or some any other language you can easily do that with

chat GP let me ask chat GP that can you please translate the same template to to German and you can see the chat GP is able to actually translate the same email template into some other language here we took the example of German language similarly you can take the example of any other language let's say Hindi Spanish or any other language you can ask Jack jpg to translate your particular email template into that language and it will be able to do that for you that is the power of AI and that's precisely how we can

leverage chat GPT when it comes to drafting emails from Instagram you can copy paste the comments you can get the sentiment analysis done with the help of chat GPD then optimization let's say you want to figure out what exactly is the best time to post content on Instagram or what is the best time to post content on Twitter if you want to figure out these things that can also be done with the help of chat GPT and you can optimize your content accordingly then hashtags for Instagram Facebook hashtags are very very important and can give

you a lot of visibility how can you do that with the help of chat GP let's go and explore now first of all let me talk to chat GP in terms of generating some ideas I want to ask Chad GPT if it can give me a few ideas for social media post that I can use let's say on a special occasion let's say the World poetry Day is coming up very very soon and I want to ask Chad GP if it can provide me some ideas related to same for social media posts let me put

in the query that can you give me a few ideas for social media post that I can use for World poetry day and let's see what are the results we can get and here you go here are some ideas for social media post that you can use for the World poetry day there are some six to seven ideas that it has already given us as you can see let your thoughts take flight and your words dance on the page Happy World poetry day share your favorite poem on write your own to celebrate this beautiful art

form World poetry day # poetry #w dance now these are some amazing hashtags and this is some amazing oneliner on World poetry there that we can definitely use let's say on Instagram stories or Twitter on Facebook or wherever we want now let me let me give a very specific example to chat GPT and let me ask if it can help us in one particular scenario so let's say I run a clothing brand this is the example that we have previously taken and let me ask Chad GP if it can write a catchy poem for me

that I can upload on my Instagram story it is the World poetry day and I run a clothing brand and I want to ask chat GP if it can create a small poem for me that I can put up on my Instagram story and here you go here's a catchy poem for your clothing brand that you can use on your Instagram stories it is giving us the title of the poem says Fashion Frenzy and step into style don't be shy our clothes will make your sore up high from head to toe you look so shake

a fashion insta or so Sleek so these are some amazing perms that you can definitely use similarly let's say you want to make this perm more shorter you want to make it more crisp you want to make it more engaging you can put in the prompt based upon the same and it will give you results depending upon your specific needs now let me ask Chad GPT if it can give me let's say more such poems it can definitely do that if you'll type in the query can you give me more such poems and it will

come up with a list of let's say 2 three four five poems depending upon your needs if you also want to give some prompt related to poems and you want to specify the number number of words let's say you say that can you give me one more poem of just 200 words or of just 100 words it can again do that for you more specific is your prompt more specific will be the output and you'll be getting better results now let me ask Chad GPT to actually give me some caption ideas for the same event

let me ask Chad GPD that can you give me some caption ideas for the same World poetry day and here you go here are some caption ideas to pair with your poem or your clothing brand Instagram story step into style and join the Fashion Frenzy and # fashion instal life # trendy threads or express your Unique Style with Chic clothing # fashion forward style statement make a statement with bold and fashionable clothes here you can see that all these different examples of eight captions which are given to me by chat GPT all these examples are

aligned with the example that I actually put up which was of a clothing brand and it is using some hashtags that I didn't even ask that's a amazing way chat GP can pick up hints in terms of what you're are trying to get and it can give you more and more answers related to the same let's say now you want to get some more examples of the hashtags so let me ask chat GPD that can you suggest a few hashtags that I can use along with the caption let's see what other results we can expect

and here you go # fashion insta # style go or # dress to impress or # OOTD that is output of the day or hashtag shop small so these are some amazing 20 hashtags that I can definitely use along with my captions now let me ask about Twitter specifically let me ask chat GPT if it can create a Twitter thread for my clothing brand on the occasion of World poetry day we are still taking the same example we are still taking the example of a clothing brand but for your organization if you want to take

any other example or if you want to create hashtags let's say for an e-learning company or let's say for a manufacturing company or let's say for the event of women's day or for the events of let's say you want to create content for differently enabled people it can be any specific Market that you want to Target you can put in that information and you can get results or expect results related to the same target audience that you are trying to Market your product to so you can do all of that with the help of chat

GPT now for now we will be taking the example that can you create a Twitter thread for my clothing brand on the occasion of the same day that is World poetry day and why not certainly here's a Twitter thread for your clothing brand to celebrate World poetry day to it one Happy World poetry day as a brand that loves to express style through words we are celebrating this special day with some poetic wipes join us on this poetic Journey # fashion poetry tweet to roses are red violets are blue our clothing is shake and made

just for you now these are some amazing examples that you can definitely use as it is for your clothing brand and only World poetry day on Twitter and if you want to let's say change it to Instagram you want to get some queries related to Facebook all of that can also be done with the help of chat GPD all you need is a precise input that you need to prompt and you'll get an output which is completely new and amazing as you can see on your screen now let me ask chat GPT if it can

give me some ideas for let's say some funny tweets on the occasion of New Year now let's change the topic from World poetry day to New Year and we want the genre also to be funny so can you give me ideas for some funny tweets on the occasion of New Year and of course ultimate chat companion has asked us that here are some funny tweet asked by you for the idea of New Year New Year's resolution unfollow all the fast food chains on social media no more Temptations # New Year's resolution so definitely that's funny

and that's something that you can use on Twitter or any other platform for the occasion of New Year similarly if you see over here New Year's resolution stoping in snacks without standing in front of the refrigerator it's time to take my grazing skills to the next level # snack lover so those are some amazing ideas that can be used on social media as it is now let me ask Chad gity that can you make these tweets more specific to my clothing brand let me put in that query and see what are the results we expect

and here you go here are some funny tweet ideas for New Year's tailor specifically for a clothing brand New Year's resolutions stop wearing my favorite pair of jeans every day and actually rotate through my wardrobe # fashion goals # denim addict problems so these are some amazing examples again that you can use on Twitter on social media platforms let's say Instagram Facebook you can ask chat GPT to create content for a specific platform and it will understand the tone and will change the style of the same words and will provide you result which is specific

to your requirements now let's say till now was talking about Instagram or Twitter let's say now I want to create something for LinkedIn now let me ask Chad GPT to give me some ideas for LinkedIn post that can showcase my clothing brands businessware so I want to talk about businessware and specifically I want to Target LinkedIn audience so let me ask chat GPT to create some content for the same and here are some ideas for LinkedIn post that showcase your clothing Brand's business wear dressing for Success never gets out of style check out our latest

collection of sleek business wear that's perfect for making a statement in the boardroom # fashion business or # dress for success and you can see many more examples like that that you can definitely use on your LinkedIn business page and that can definitely get you a lot of Attraction from the target audience now let me ask Chad GPT to create a poll for LinkedIn as well based on the above information let's see whether it can do that for me or not and here you go here's the poll idea for LinkedIn based on your clothing Brand's

business we Paul question what do you consider the most important factor when Cho chosing business wear for the workplace and the poll options are style and fashion professionalism comfort and fit quality and durability brand reputation or trustworthiness now these are some poll examples that you can definitely use on your LinkedIn or you can create polls for Twitter as well so these are some of the examples that you can use chat GPT in different ways to create content for different social media platforms now let me ask Chad GPT to actually suggest a few IDE for creating

reals on Instagram for my clothing brand so if I type in the query that suggest a few ideas for creating reals on specifically one platform that is Instagram for my clothing brand let's see what are the results we expect and here you go here are some ideas for creating reals on Instagram for your clothing brand number one style guides then behind the scenes you can share glimpses of your clothing brands behind the scenes processes such as fabric selection design sketches or manufacturing Etc you can try on holes or fashion tips or user generated content or

behind the scenes events you can take these examples and you can use these for your Instagram res now let's say you want to come up with a script for your Instagram re you want to record a video and for that professional video you'll need a script let me ask Chad GPD to provide me a script for creating an Instagram reel on one specific topic let's say styling tips so I have picked up a hint from this particular question and now I want to create a real let's say on fashion tips or styling tips so let

me ask Chad GP that can you provide me a script for creating an Instagram real on the topic styling tips and here you go here's a script for creating an Instagram reel on styling tips for your clothing brand scene one text overlays styling tips for a full winter season show a model wearing a sweater jeans and boots and posing in a full winter setting voice over hey fashion instas as the temperature drops it's time to update our wardrobe for the fall winter season here are some styling tips to keep you czy and shake so these

are some great examples again that you can use as it is for your Instagram real generation ideas or you can make some changes as per your business requirements or as per your audience and you can use as it is the same things and you can get this done with the help of chat GPT in just a matter of seconds so you can see it's a huge long script now if you want to cut it down you want to make it only specific to one type of target audience for one type of platform you can do

all of that by putting in the right prompt and chat GPT will give you results which are specific to your business requirements now let's say let's try and understand how chat GPT can help us when it comes to optimization so first of all let me ask chat GPT let's say a random question that what is the ideal duration for the Instagram reel I have created The Reel but I don't know what should be the ideal duration so let me ask Chad GPT to optimize The Reel accordingly and here you go the ideal duration for an

Instagram reel is typically between 15 to 30 seconds Instagram reals are designed to be short engaging and easy to consume so it's important to keep them concise and focused which is right you can definitely do that similarly if you have more questions let's say you want to ask chat GPT that what exactly is the ideal time to tweet to get better attraction or similarly let's say what exactly is the ideal time to put a Instagram story to get the better attraction from a specific target audience it can suggest you answers and you can actually Implement

that to see the result on your own and definitely it can help you in all those business needs different requirements for different social media platforms now let's also try and understand how chat GPT can actually help us when it comes to sentiment analysis so let's say I given some prompts or some comments to chat GPT that I received on my Facebook post and let me ask chat GP to perform a sentiment analysis for the same so I will be asking Chad GP to actually give me that what is the sentiment of the below comments that

I received on my Facebook post and let me see what exactly is the result that we can expect so as you can see over here I have put in the query that what is the sentiment of the below comments I received on my Facebook post your clothes collection is amazing or I love the denim jacket collection the most or I don't like the shoes but the jackets look damn good or the shoes are very uncomfortable love this brand so let's say these are some of the comments that I have got on my Facebook post as

a clothing brand and now I want to ask chat GP to actually give me the sentiment of the below comments I don't want to go to each of these comments one after the other and I asked chat GPT to do the same task for me and here's the result so first of all chat GPT is talking about what exactly are the positive sentiment and then what is the mixed one and what is the negative one let's say again I don't want to go to all of these I can simply ask chat GPT to summarize the

sentiment let's say I write summarize the sentiment of the above mentioned comments and enter and you can see that the overall sentiment of the comments is mostly positive with comments expressing admiration for clothing collection denim jacket collection and the brand as a Hu there are also mixed sentiments where the commentators are like the jackets but dislike the shoes due to discomfort however there is one negative comment warning others not to buy from the brand due to negative feedback about the shoes so by reading this I can simply make out that people are liking the denim

jackets and other clothing products but people simply are not liking the shoes and the major issues are discomfort while they wearing the shoes now I can make the changes in my product accordingly so that's how you can use the power of AI specifically chat GPT when it comes to different brands and using the different social [Music] media so now let me ask chat GPT first of all to give me let's say a list of related keywords for one particular term let's say I have an ice cream parlor in one city of India let's say Delhi

ice cream parlor in delhi now while publish ising it on a website on a web page let's say something of that sort I want a few related keywords to ice cream parlor in Delhi let me ask chat GPT if it can give me a list of related keywords for ice cream in Delhi and here you go here is a list of keywords related to ice cream in Delhi ice cream ice cream parlor ice cream shop best ice cream delicious ice cream ice cream flavors and many other flavors of it soft of ice cream in Delhi

and Delhi ice cream ice cream joint Ice Cream festival ice cream truck ice cream catering ice cream takeaway all these are different ideas for the related keywords for one specific term that we put in as the input that is ice cream in Delhi similarly if you put in some other information let's say give me a list of keywords for denim jacket for my clothing brand it will be able to give you a huge RIS that you can definitely utilize now let me ask Chad GPT if it provide me with a list of related keywords let's

say for denim jackets itself and here you go certainly here's a list of keywords for denim jackets denim jackets jean jackets blue denim jackets vintage denim jackets and many other ideas as you can see over here lightwash denim jackets to slim fit denim jackets to button up denim jackets to denim jackets for men for women for kids all those are different examples that you can get for the related keywords for one specific term in this example we took for denim jacket now let me ask Chad GPT if it can give me a few keywords I

can use for someone who's looking for let's say local pizza in one famous city let's say Paris so let me put in the query can you give me a list of few keywords I can use for someone who's looking for local pizza in Paris City and here you go Pizza in Paris to Paris Pizza to local pizza Paris to best pizza in Paris to Pizza near me in Paris and many other examples swegan Pizza Paris all those are great related keywords that you can get related to one particular intent for that we had that local

pizza in Paris City similarly you can type in for your business and you can find the results specific to your business requirements now let me ask chat GPT to actually create content let's say I ask chat GPT to give me or write a 200 words blog for my clothing brand using the below five keyword and I can pick up any five keywords and can put in the input for chat GPD now let's take the example of the same clothing brand and let me ask chat that can you write a 200 words blog for my clothing

brand using the below five keywords and the five keywords I'm using are men's denim jackets women's denim jackets blue denim jackets black denim jackets and oversized denim jackets so let's say through some uh search engine analytics I have understood let's say from ah refs or from Sam Rush that these are the highest search volumes that I have for these five keywords and I want to utilize these five keywords in a particular blog that I'm writing within 200 words and you can see first of all it is giving me a title the denim Delight styling men's

and women's denim jackets in blue black and overside designs you can see that within the title itself it has used almost all the five keywords and then if you go and read this you will find all the five keywords over here and all those things are mentioned in a beautiful way in just 200 words and you can use this as it is on your website on your landing page and wherever you need it right so this will definitely bring in a lot of organic traffic and will improve visibility of your website on the search engine

result page for any search engine be it Google Bing or Yahoo now let me ask chat GPT to suggest me a few tips to make the above blog SEO friendly let's say it is SEO friendly by using these five keywords but I again want to use more and more keywords and I asked Chad GPT to suggest me a few tips to make the above blog more SEO friendly and here you go here are some tips to make the above blog SEO friendly number one it is telling us to include Focus keywords then optimize meta tags

then use headline tags or heading tags and then it is talking about create unique and high quality content add internal and external links optimize image all text then use schema markup and promote social sharing now these are some of the things that it has mentioned now let me pick up this one particular point that optimizing meta tags let me ask chat GPT to actually suggest me meta title and description for the above blog so if I type in the query can you suggest me meta title and description for the above blog definitely that will help

me get more visibility to my particular blog it gives me a meta title saying denim jackets for men and women stylish and trendy collection your clothing brand name now meta description explore our stylish collection of denim jackets for men and women from classic blue denim jackets to trendy black and oversized Styles this and this clothing brand name offers a wide range of fashionable denim jackets discover the latest trends in denim fashion and elevate your wardrobe with a high quality and stylish denim jackets shop now and stay fashionable with this and this clothing brand name now

this is a great example for a meta title and meta description now if you make it more crisp you want to make it more engaging you want to make it more shorter you can do all of that by putting in the right input now let me ask Chad GPT for one particular specific example let's say I am a travel blogger and I want to ask chat GPT if can give me ideas for meta titles and descriptions for my new blog on let's say one specific topic and I choose the topic top 10 places to visit

in Dubai so if I'm a travel blogger and I have written a Blog on top 10 places to visit in Dubai how can I get some meta titles and meta descriptions for my new blog let me ask chat GPT the same question and see what are the results we can get and here you go chat GPT never disappoints us you can see that here are some suggestions for meta titles and descriptions for your travel blog on the top 10 places to visit in Dubai meta Title One Dubai travel guide top 10 places to visit in

the glittering City your travel blog name and then it is giving us a meta description then it is giving more variations it is giving us one more Title One More description saying dreaming of visiting Dubai check out our top 10 picks of mustsee and must experience places in this world renowned City from stunning skyscrapers to Luxury Resorts through traditional markets and thrilling activities this in this travel blog name has got you covered and you can definitely use this as it is or can make changes as per your website name or as per your requirements as

a travel blogger now let me take one more specific example so let's say I asked Chad GPD that I am the owner of an ethnic clothing brand and I want to create a YouTube video targeted at individuals in the age group of 25 to 45 years can you suggest me a video script of let's say 200 or let's say 500 words for advertis ing my latest product collection of ethnic jackets highlighting the use of eco-friendly materials and minimum wastage throughout the production process so let's see what are the results we can get so as you

can see over here that I'm very specific with my input first of all I'm talking about ethnic clothing brand then I'm specifically talking about my latest product collection which is of ethnic jackets I'm planning to Target 25 to 45 years age group then I'm talking about asking for a video script and I'm precising the words that is 500 words I also wanted to highlight the use of eco-friendly materials and minimum wastage throughout the production process and it is giving me an amazing script as you can see on your screen it is talking about not just

testimonials in voiceover but also telling me in Brackets that what exactly we can do what exactly we can show on the screen for example video starts with an attractive visual of one of your ethnic jacket being worn by a model upbeat music plays in the background it is giving us suggestions for music and then it is giving us voice over that introducing the latest collection for your brand name ethnic jackets made with love and care and crafting using eco-friendly materials and these jackets are not just stylish but also sustainable now it is highlighting all the

points that I asked it to for example I talked about highlighting the use of eco-friendly materials and minimum wastage throughout the production process and it is picking up hint from that particular question and giving us a result which is very very specific to my need now let me ask Chad GPT if it can also assist me in crafting a compelling YouTube video description that will attract viewers to my video now when I have a YouTube video that is one thing but to get more and more visibility for that video it is extremely important that I

have a catchy title for that YouTube video and I also have a video description which is SEO friendly so that it can rank better on the search page now that is extremely important and let me take the help of chat GPT so let me type in the query that can you also assist me in crafting a compelling YouTube video description that will attract viewers to my video Let's see what are the results we can get and here you go certainly here's an example of a compelling video description for your ethnic clothing brands video on promoting

your latest collection of eco-friendly ethnic jackets welcome to this and this brand video name in this video we are excited to showcase our latest collection of ethnic jackets made with eco-friendly materials and minimal wastage in our production process join us in our mission to create sustainable fashion that's not just stylish but also good for the planet in this video you'll discover the unique features and you can see all the important details are mentioned over here in a very good way and it is also giving ideas for video tags now let's say we want to get

ideas for YouTube tags as well so let me ask chat GPT to suggest a few relevant tags that I can use for my YouTube video to improve its visibility and discoverability let's see what other the results we can get and here you go here are some relevant tags that you can use for your YouTube video on promoting your ethnic clothing Brand's collection of eco-friendly ethnic jackets ethnic jackets to eco-friendly clothing to minimal wastage to ethnic wear to fashion tips all those are different tags that we can definitely use and will help us gain more and

more visibility and discoverability for our particular YouTube video in this particular case we have taken the example of ethnic clothing brand but for any particular business for any particular case you can provide a situation be precise with your input and it will come up with ideas that will completely blow your mind and now it is time for us to ask chat GPT if it can give us some keywords that we can use in our video title now the third thing first of all we asked it to create a script once we have the script once

we have the video ready then we have the video description we ask chat jpt to create a video description and give us ideas for YouTube tags all of that is done but one of the most important things when we talk about YouTube or YouTube videos rather is the YouTube title the video TI itle now let me ask chat GP if it can give me keywords that I can use in my video title to make it more discoverable by the target audience and here you go here are some keywords that you can consider using in your

YouTube video title to make it more discoverable by your target audience ethnic jackets to eco-friendly clothing to sustainable fashion to econscious Fashion to responsible sourcing to sustainable style all these are great examples of keywords that can definitely be used in the video title but let's say you still have haven't figured out that what exactly will be the final title for your YouTube video well who's better than Chad GPT let's ask Chad GPT if it can give us examples of some catchy SEO friendly YouTube titles for the video Let's Ask chat GPT to give us examples

of some catchy SEO friendly titles for the particular YouTube video that we just talked about and here you go here are some examples for the SEO friendly titles for the YouTube video ethnic jacket stylish and sustainable fashion for 2023 or eco-friendly ethnic wear the latest collection of ethical jackets or minimal wastage maximum style eco-friendly ethnic jackets these are some great examples for the titles of a YouTube video definitely these are catchy these are using the keywords that we wanted to use and it will really help us in getting more and more discoverability and visibility whenever

somebody will search something related to these things on YouTube so that's how we can use and Leverage The Power of AI when it comes to uh creating YouTube videos or search engine optimization in general now we have understood that fqs are extremely important when it comes to SEO let's ask Chad GPT to suggest a few fqs related to the denim jackets once it will suggest as the frequently asked questions let's also ask to provide the answers to those frequently asked questions and here you go so if I ask Chad GPD to suggest a few FAQs

related to denim jackets and please provide to answers to those questions as well it gives me are denim jackets suitable for both men and women the answer is yes denim jackets are versatile in Timeless clothing you can see that all these are different examples of fqs first of all it is giving us a question and then it is providing a crisp answer to the same and definitely these can be used as it is on the landing page of a website and it can definitely increase its credibility in terms of getting more and more attraction to

that particular page and it will definitely help the website or the web page to rank better on the search engine result page now last thing that we are going to ask chat GPT or take chat GPT is help is to generate schema markup for let's say one particular FAQ so if I take let's say this particular FAQ I copy paste the same and I asked chat GPT to give me the schema markup or generate schema markup for the same let's see what is the result we can expect and here you go so if I asked

chat GPT to generate schema markup for the below FAQ and I had taken one FAQ from the one that GPT has given us it is giving us the example of the schema markup in the below format and definitely we can use this as it is whenever we want please note that schema markup is a form of structured data that helps search engines understand the content of a web page better this is something that we have already discussed so definitely it can be again a huge help by chat GPT when it comes to search engine optimization

[Music] so let's just type in our our prompt for uh suggesting me ways to create an email marketing campaign for my clothing brand now as a Layman I would not know what email marketing is right so think in that regard that I would have to give it's basically like how a baby learns ABCD if I'm talking about me learning email marketing so it will give me in that exact regard it would give me okay the steps right I did not ask for steps but it is telling me okay fora some steps to create an email

marketing campaign Define your campaign goals what do I want from it determine the objectives of your email marketing campaigns so the examples could be promoting a new collection announcing a sale or a special offer the engaging with the inactive subscribers right so it is giving me all sort of these thoughts of how to think regarding email marketing right now build a email list now ensure that you have a well-maintained segmented email list captured the email addresses through your website social media in store signups and touch points right so it is giving me okay now if

I would not know what a touch point is I would just ask him what does a touch point mean so it would give me okay the first element that a customer interacts with regarding your brand is a touch point right it clicks on that so that that that is what it is right then it will be a click through rate now it is choose an email marketing service now select a reliable marketing service provider that fits in your needs and budgets popular and M so it gives me the exact brands also right now please note

that these may be outdated because the knowledge that it has is still 2021 I know that MailChimp is still very popular but in this regard when it is giving you options about some things that it gets from the internet you have to cross verify right so I would not really give this much more emphasis however I know as a marketer that mail chimp is very popular even for setting up your email campaigns AB testing and all but you have to do your research on what these elements are but it is giving you how to search

email marketing service provider you can go and search which which one of these are good right get your research done then craft a compelling subject line now now this can be done by chat GPD you can ask CH chat GPD to build a compelling subject line for for let's say any anything any personalized subject lines that you want if you're rolling out an offer a special offer on the occasion or different occasions that come up like laughter day you want something Indian traditional something of that sort right can go Define engaging email patterns use use

visually appealing email templates using your Brand's Aesthetics incorporate high quality images clear cdas right call to action buttons where do they click to get into the funnel right you want to build a marketing funnel how do you do that so you make sure that everybody comes to your top of the funnel right so all the links should be redirected to a website or somewhere in which it has the journey can be displayed right then the compelling content now create engaging and informative content that adds value to your subscribers inbox showcase new collections providing The Styling

tips and all that right creating call to actions AB testing we talked about experiment with different elements subject line visuals run this through it would it would save you a lot of of money test variations to see what resonates then automation measure analysis so you can read about that right so this is how you would build up your email marketing campaign in a step-by-step manner now let's just talk list out some eye-catching subject line to grab customers attention for my brand right so if I give them let's say what what comes up let's see right

exclusive offer inside now these are the things that you normally see as well right so now this is now you would not have to go and search around okay what what am I competitors doing what should I how should I look about it how should I set up my marketing campaigns right so now it has given me those subject lines to grab those attention as well right now limited time only you can have it right so I've added I catchy statement over here right so this is a keyword in the prompt that I'm providing it

that you know it has to be something that is very catchy because okay in in in a normal base it is only 1 or 2% that your emails would be even opened for that matter right so it has to be very very catchy in terms of the in terms of the subject lines right so you can give it a give it a look on which one is which seems more catchy to you you can add that in your mail Chimp in your AB testing and test it out if it works so this is how you

can add things now this is where charab is very good at that it can add a lot more things right so so one other way what we can do is that let's just give it a scenario right could you write a cold email to persuade a potential customer who is interested in buying let's say a sar in a funky way right now I want that customer who probably has a sar in their cart right they would sign up in the website they would have something in the cart that you can track right so you could

write a cold email to persuade that customer who is interested in buying a s in a funky way now let's just see what it gives it's a very very good structured uh question prompt right now it would give you a very you know customized number one thing is talking about India so it starts with Namaste or whatever so what resonates more you would write it down now we hope this email finds you in High Spirits and assist for embracing your Unique Style right we couldn't help but notice your interest in sis now you could also

add that that customers who interested in buying SAR and has the SAR in their cart right you can add it in in the brackets it don't understand so it will add that in this component of of the email that it is there right now subject like Unleash Your s s swag get funky with vibrant collection so it gives a a variety of different you know subject lines that that are very catchy right so you can build all that from here right again you would not need another digital marketer to do this you don't have to

pay anyone else it just does it for you so another variation that we can think of is that if you could write a cold email from a clothing brand targeting elderly people right now they would not want that kind of funky things that s swag and all that was mentioned in the previous email so it would give me that Timeless Elegance for your young at heart discover a collection right so it wants to make the elderly feel that you're young it doesn't matter if you the number says it is young at heart right so it

has given me that kind it's such a beautiful such a fantastic thing to do right so this is the potential that chart GPD has it can structure your things in such a way that could also give you a very very good look your brand a very very good look right you can develop your brand identity through AI through charb this is what this whole Crux is about whole Buzz how you can optimize now this is the moment in which you really want your brand to go ahead of others right you have to to have that

Blitz create you have to add that Blitz energy of giving them giving it a try giving charb a try giving digital marketing the way it can collaborate with the brand right that is very very important right it has given me this for for the elderly as well so you can have a lot of variations in it for absolutely every demographic way you want you can have it done through jgb now let's let's try to focus on the customer feedback right so if I have a brand now I I would want the customers to give me

positive negative feedbacks of how my show me the reality of how my brand is is behaving how does it look like to to a normal customer to a custo unbi customer right so how does it look like right so we would understand to generate these customer feedback forms understand what goes into customer feedback now let's let just type in our prompts so the first prompt that I would be asking is what are the different ways to take a customer feedback on a product they bought from our site now remember that I am a lay man

in terms of digital marketing I have absolutely no clue what is happening in digital marketing domain so what would I need I would want chat gb2 to tell me that what are the different ways I can get that customer feat back right from the products that they have bought online right so let's look at so the online survey now send out the online service to customers after they have made a purchase you can use tools like Survey Monkey or Google forms again do not look at this part because this may be outdated you can do

your research on the tools that are there right then basically setting up a online survey right number two is the email requests right reach out to the customers by email and request their feedback then it would be the product review right how do you have your product review done then it would be the feedback form right thank you Pages then the social media listening how to monitor your social media channels comments direct messages you know you need to reply to that if someone is in your post someone has mentioned that this is the Grievances that

they had immediately posted posted that okay we have noted down your query please share your orderin number with us we'll get back to you as soon as possible then follow back that's how you build a good brand good feedback customer feedback right then user testing you know how to conduct user testing sessions when you invite your customers to try out different products or features and provide feedback on the experiences right so that is what uh this is about right let me type in my first query right so I would say suggest me names for a

clothing brand that focuses on traditional Indian wear now the way you structure your question is also very important now I'm asking it suggest me names for a clothing brand that focuses on traditional Indian wear now I would additionally add to this is that uh add make sure it stands out in the digital space right so now the first promp that I'll type is suggest me the names for clothing brand that focuses on the traditional Indian wear make sure it stands out in the digital space now I want so the the way you structure your prompt

is also very essential right now I have focused here on traditional Indian wear and a clothing brand right so it knows what it is then I've additionally added that make sure it stands out in the digital space right so let's see what it suggests right so now Ive made sure that it stands out in the digital space so it is going giving me some of the other options right so it is giving me 20 of such words that I can name as my brand right so it is Indian glow Heritage threads right so it knows

that India has a bit of Heritage involved right so it has added that thing so it has that data involved right as I mentioned that it has been trained on a lot of data right till September 2021 so it knows what exactly Indian tradition means right so it has that sanskrity style let's say Indian Aura cultural Elegance winage Bazar so Bazar is a very Hindi word right so it has included that thing to give me a good you know structure to the to the name that I want to give it to to the brand that

I'm launching right so it also knows that in India Rajasthan is a state that has a lot of history involved in it right so it has also given me Rajasthan Royals right it is also an IPL team though but something of that sort right so it is giving me a various you know I I get to choose it right or I can just make I can also in in addition if I do not like this I can just add in tell me more historic words words that I can choose from okay so I'm just giving

in the okay yeah so now it has given me so I've asked him to give me more historic words that I can add into it right now it has given me a lot of words that are there right historic words Maharaja V that gives the the the Elegance to the Indian Heritage right it would it would add into that so I can use these words in the names that it has been suggested now I can additionally write add these [Music] names and suggest me the brand names that I can keep right so I have added

this now just say that now exactly what happened right so it added the second prompt right now as I told you before that it has the memory of its own right so the second prompt that I added Maharaja now it is included in the first one and it has added those words Maharaja navab mugul rajput Zari so it has added this words and made made a made a name out of now I can choose it in a much better way so this is the level of customization that AI can give you now you do not

need to think about for days and days what to name a brand you can get it from here you can customize it over here that's the beauty of chat GPT right now in addition to this if I am very you know Niche person and I just want I um let's say my favorite letter is r and I want to keep my Brand's name from the letter R so what do I do I just ask it you know can you suggest me names that start with the letter R very Frank way yeah so let's just see

what what comes up right so now it has given me words that that are that starts from the letter r in a more Indian historic manner right so I don't need to type in again that okay tell me in the traditional manner in Indian Heritage manner something it would understand on so that's that's what I'm talking about when it has the memory of its own now if the name is sorted out okay if let's say I've chosen one word right so if I've let's say just taken up one random one Raj Darbar let's just say

that I've named my brand Raj Darbar so I would add list down a few catchy taglines for the brand right so let's just see what it comes up with so it has given me a lot of different lot of variety right probably we would end up if if my vocabulary is not good I'm a lay man of digital marketing I would not understand the way things the taglines work right I may be not that creative to write down taglines maybe you have to hire hire a third party individual to do that right so it cuts

down on the cost that is required right to to for you to just start off with your brand now it has given me fabulous fabulous results like embrace the color of tradition right where Heritage meets fashion right what a fabulous tagline where Heritage meets fashion unve your ethnic charm right so all these different types of taglines are there now you can choose it from here now if I want to add more customization in this as well I can do that of course so now my brand title is fixed my brand name is fixed my brand

T tagline is fixed now what next to do right now the next thing is to find out your Tam that is total addressable market so in general I'll just ask it what would be the target audience online considering the brand only sells to the online websites and caters to the Indian market right so now I don't have to think that okay if the European market or maybe the North American Market maybe an Australian Market want to cover it up I I'm just focused on selling this this through an online website in India so what would

be the target audience right and considering that it's a historical brand so let's just see what what uh charp gives us yeah so as we can see that uh Char has given me that considering that your brand sells exclusively through the online website and caters specifically to the Indian market the target audience would be Urban Indians number one why has given me the reason as well individuals residing in urban areas would have access to the internet and interested in purchasing the traditional Indian wear online fashion conscious Indians people who would actively follow fashion trends and

seek stylish and Contemporary Indian clothing options okay one thing that I've not added in my prompt is that how do I want my brand to be what is it like modern ethnic or is it like a traditional purely historical purely the one that does not include a lot of fancy stuff right you would have the Heritage one right so that I'm not added in in the detailing if I would have added it would have given me much more Niche answered so exactly how you structure your question also resembles to how you want your brand to

be right so Millennials and genes so younger Generations would who are techsavvy digitally connected and open to exploring online shopping experiences right so nris would be the ones who who would want to buy fora India because if they want it they can get it for someone who is residing the families inside India so they can get it for them now so all these flashing bloggers and influencers so you you would know okay you would get a fair bit of idea you of course have to do your own research on how you're selling how you're not

but it would give you the idea to start from right now if I know now I if I want to start online can I cater to tier 2 tier cities directly or should I focus heavily on tier one first get my servers in in the in tier one right so that is the idea that it would give me which is [Music] fabulous we'll start with the our Personal Finance Management so we'll ask first question how can I balance my short-term and long-term Financial goal so this is very very important for an individual correct so we

need to make a goal like first shortterm and longterm so if you are earning 10,000 rupees as a salary it is an example okay so in that 10,000 how I can make short-term Financial goal and how can I make my long-term Financial goal so short-term goals for example this month what are the household expenses are there or this month I need to pay my son's educational fees or tuition fees or whatever the dancing class or whatever the other expenses are that are my short-term goals if I come for a long-term goal for example long-term goals

like I need to purchase one motor vehicle or I need to purchase a car or I need to purchase one land and building so that are my long-term goals correct so how we need to plan so here are some suggestions are there so we'll see one by one so balancing short-term and long-term financial goals is an important part of financial planning so we need to segregate our first planning so which are our short-term goals or which are our long-term goal so after that you need to plan okay so first set clear financial goals so financial

goals is nothing but what is we need to achieve or what I need to get that is our goal correct so if I want to purchase bike after 2 years so that is my goal I need to purchase a bike that is long term shortterm I need to pay my son's educational fees that is the shortterm so first we need to set a clear financial goals that is our first step second prioritize your goals so in shortterm I already told you like pay the rent or pay the electricity bill or son's educational fees or whatever

the household expenses are there or we need to purchase some cloths correct so in that we need to set a priority which is very necessity for us or which is very priority is there okay which are least priority is there so according to that we need to plan so first one house rent okay we need to pay rent correct so that is our first priority second one we need to pay electricity bill and third one is we need to pay son's education tuition fees correct that is also very priority or high priority so like that

we need to make the priority which is the first second third priorities are there we need to set the priorities according to our goal and when it comes to longterm I need to purchase bike after 2 years correct so for that also I need to save some money for example in that 10,000 at least 10% of the value that is 1,000 rupees every month I need to save for my future goal or for my long-term goal that is how we need to plan next create a budget so you know the meaning of budget right so

budget is nothing but it is the estimation of your inflow and outflow of cash so how much revenue or how much profit you are going to get for that particular month or particular year and how much I need to spend that is what is your expected expenses for that particular month or for the particular year so that you need to create a budget for your personal finance and the fourth one build an emergency fund so all your companies also they are going to keep the reservations that is reserves and surplus correct so why they are

going to keep the reserves so we can't predict the future like how the covid hit correct so all the finance it may be for personal finance or companies everyone they're affected with this covid correct in that scenario we requir some reserves okay so that is the reason as a individual as a person we need to make a reserve for our future okay whatever the uncertainities are there so whatever the emergencies will be there so for that we need to create some money next say for retirement okay for example now I'm 28 years okay so at

what age I can work up to 58 or 60 years correct so after 60 years what is my financial plans that is a big question correct so if you are going to earn now yes you are going to spend after 60 years who is going to spend or who is going to give money correct so for that we need to plan for our retirement also so in our retirement how we need to so consider a financial planner okay so this CH GPT work as a financial planner okay if you can ask a question so I'm

going to just I will type a question here I'm earning of 10,000 rupees per month how can I plan for a year so if you ask this question so chart GPT will give you the suggestions so according to your whatever the earnings are there so you can ask as a advisor like CH GPT will give the advisory Services okay how you need to do or how you need to budget and how much you need to save so with this 10,000 earnings so how you need to plan or what are the steps you need to follow

to achieve your goals or need to balance your bud budget with that Financial year so that will gives the steps if you have the debt or if you have the short-term borrowings long-term borrowings or debts are there so that will give all sort of suggestions or advisory functions by the chat GPT so whatever the questions you have you can ask that will gives the suggestions like a chat GPT will work as a advisory services the next question I'm going to ask what are some strategies for reducing my expenses and increasing my income so if I

want to increase my earnings or if I need to increase my income okay so what are the strategies are there so reducing expenses and increasing income are two key strategies so ultimately we need to reduce our expenses correct so if we reduce our expenses then we can increase our whatever the incomes for example if I as the last example 10,000 is my salary so in that 10,000 only I need to save more money so what are the strategies I need to do or what are the ways are there so in that first one create a

budget reduce housing cost so that is unnecessary expenses sometimes what you are going to do it is not required some extent it is not required but also what we are going to do we are going to invest my money or our money in that particular thing it may be purchasing of XYZ equipment or purchasing of luxury Furnitures or whatever the other things are there unnecessarily we are going to invest our money so that we can reduce that is in control of our and only that is in the control level correct so on that time we

can reduce the expenses so we can increase our income or increase our earnings or savings correct so that is one strategy next cut back on trans Transportation cost unnecessary traveling if required then only if you are going to go to that place otherwise sometimes what we are going to do unnecessary we are going to spend on the transportation if you're are using public service or your own transportation for own transportation also we need to spend on fuel and other things correct and public transportation also we need to pay for whatever the fair charges are there

that we need to pay and we are going to spend money correct so we can reduce in this way also that is cut back on Transportation cost or if it is necessary instead of using your personal vehicles we can use our public transportation also so for example from a place to Z place if I want to go with my personal vehicle then I need to spend 1,000 rupees for the same a place to Z place if I use this public transportation then I can spend only 100 rupees so in this we can save 900 rupees

correct so that is one strategy to reduce next shop smarter next cut back on eating out so whatever the outside foods reduce entertainment expenses so whatever the entertainment we are going to spend reduce on that so these are the few reducing expenses strategies chat GPT is going to suggest next what are the chat gbt suggest for increasing our incomes with this reducing expenses also we can save money other than that how we can increase our income so first one get higher paying jobs so we need to check which are the jobs are given more salary

for our work and next start aside a that consider starting a part-time business or freelancing to earn additional income whenever the free times is there on that time whatever the feasible work or whatever the work we can do or we are good in that work so on that time we can do this freelancing rent out space or monetize your hobbies sell items you no longer needed so these are all the few strategies we can do and we can increase our income so these are all the suggestions given by the chat GPT for how to reduce

our expenses and increase our incomes how can I prioritize and manage my debt if effectively everyone having this debt correct so either credit cards or loans personal loan educational loan or housing loan we are going to go through with these loans only our debts correct so how we can maintain effectively so here are few suggestions given by the chart GPT so first one list all your debts so first we need to lease the debts that is which are all the loan or whichever are the credit I have taken so first we need to make the

list second prioritize your debts if for example I have a personal loan so first we need to look at the interest rates correct so if you want to go to taking a loan okay for whatever the reason okay so for that we need to check the interest rates as a common public we are going to do correct so if for example SBI is offering the loan HDFC is offering Lo loan or any other Banks they are going to offer a loan correct so first we are going to check which bank is going to offer how

much interest rates or which is offering for least rate of interest correct we are going to check and which is charging less processing charges everything we need to check correct so here also this charge AP is given the same strategy or suggestion so first we need to prioritize your debts based on the interest rates and the balances correct so we need to check the which are all the least interest rates are there okay according to that we need to prioritize and next make a plan develop a plan for paying off your debts so after that

we need to prioritize or we need to make a plan of paying the debts or we need to redeem the debt or repayment of debts next negotiate with creditors so creditors is nothing but one who gives the money or one on who given the products or services on the basis of credit creditors is nothing but for whom we W to others or W to other party that is the creditors so this creditors may be your Banker or any financial institution or private party okay so we need to negotiate with them okay if for example if

the private person if they're going to offer a loan for 10% we are not going to accept for 10% correct so we need to negotiate at least for 8% that is the negotiate avoid taking on new debt so simply if you require money go for a loan that is also bad habit increase your income so earlier also we have discussed now so in the free time we can do freelancing or whichever is paying the good or reasonable salary for your work that kind of incomes we need to get create a budget seek professional help so

if you are struggling to manage your debt consider seeking help from financial adviser or credit consoler so whatever the suggestions given by chat GPT after that also if you require some other suggestions then you can go with the advisory functions all your Bankers or commercial Banks private Banks they are going to offer this financial advisor services or financially advisor agencies okay so you can go and you can can contact so like this whatever the personal questions are there regarding personal finance okay without going for advisory Services you can get all your answers for whatever the

queries you have you will get all sort of answer or suggestions you are going to get with the chart [Music] GPT in that general account or in The Ledger account what we are going to do in the left hand side we call it as debit and the right hand side we call it as credit okay so all these Transaction what we are going to record on the left side of an account that is debit side of an account okay debit or recorded on the left side of an account and it increases assets expenses and losses

that will be decrease the liabilities revenues and gains so while explaining in the slides I already told you the general ledger account correct so in the general ledger account the left side okay left side we call it as debit in Middle we are going to write the account name and in the right hand side we are going to write as a credit so debit whatever the account and credit correct so if it is debit side all your expenses assets losses that we are going to recorded and that value is going to increase okay and in

return it is going to decrease the value of the liabilities income and gains and when it comes to credit and when it comes to credit that is in short we are going to write it as CR credit are recorded on the right side of an account and increase the liabilities revenues and gains they decrease the assets expenses and losses so when it is recorded on the debit side these items will be decreased and when whether it may be recorded in the credit side these debit items will be decreased if you want to solve any financial

transaction or if you want to learn the accounting means this is the the golden principle of accounting or we call it as golden rules of accounting the golden rules of accounting are guiding principle that help maintain the accuracy and integrity of financial records these rules are as follows so what are that rules we have three categories of rules first one personal account second one real account and the third one is nominal account so these are the three accounts are there are broadly classified are categorized okay rules are there the first one personal account the debit

is the receiver so as for the personal account rule whatever we are going to receive or the company is going to receive then that account is going to make it as debit and when it comes to credit debit is the receiver means credit is the giver so when company gives then it will be credit okay just I will take an example of cash if the cash comes to the organization or for the whatever the older example I have given Mr X started business with cash rupes 50,000 correct so Mr X is the person is a

artificial person in the organization correct so the Mr X is going to Rees the cash then we are going to make debit correct on that time if Mr X receives the cash then the cash balance that is your assets is going to increase correct and the credit that is as per the personal account credit is given if for example the Mr X is given money for other person that is third party then cash is going out of the business correct so that is decreasing in the assets value decreasing the cash balance correct that is the

personal account second one is real account as for the real account debit what comes in to the organization credit what goes out of the organization for example Mr X purchased the furniture and paid through cash of rupees 5,000 rupes so in this transaction what is coming to the business the furniture because Mr X purchase the furniture that furniture is a asset for the organization so it is coming to the business so we are going to debit fiture account and credit what we are going to credit that is as per the real account rule what goes

out of the business so in this transaction what is going out of the business cash is going out of the business correct Furniture is coming cash is going out so in return whatever the furniture they purchase for that they are going to pay in the form of cash so debit what comes in Furniture credit what goes out cash is going out of the business so that is the real account rule next nominal account debit all expenses and losses credit all income and gains so all the expenses or all the losses we are going to debit

for example salary paid okay Printing and stationary expenses paid office rent or fuel expenses or car expenses all those things will be the expenses for the organization so we are going to debit okay all the expenses and losses and when it comes to the credit credit all income and gains if for example rent received interest received okay any commission received or dividend received on the investment all those things will be comes under the credit as per the nominal account rule so once again I will repeat personal account real account nominal account so as for the

personal account rule debit is the receiver credit is the giver and when it comes to real account debit what comes in credit what goes out and the last one nominal account debit all expenses and losses credit all income and gains next double entry system of accounting I've already told you right whatever the financial transactions were there for that all the transaction we have two side effect whether it may be a debit on credit or credit and debit or debit and debit or credit and credit okay any one effect will be there for all the financial

transaction so the double entry system is the foundation of the modern accounting it states that every transaction has two or more accounts involved and that the total debits must equal to the total credits because two side effect will be there I already given the example of capital that is Mr X started business with cash of 50,000 so cash is coming to the business that we are going to write it in debit side and in the form of capital he brings to the organization so we are going to write it on the credit side so debit

side 50,000 credit side 50,000 so the total will be the debit and credit is 50 50,000 that is the double entry system of bookkeeping the system ensure accurate recording and maintenance accounting equation so accounting equation is also the popular method okay the small or Soul trading companies or petty cash they are going to maintain this accounting equation assets is equal to liabilities plus Equity so your asset is equal to that is assets is to be talled with the liabilities and the capital of an organization here also charity is given one example if you purchase inventory

with cash so what is the double entry is will be debit the inventory account because it is comes to the business as per the real account rule debit what comes in so in this transaction what comes stock is coming to the organization stock is nothing but inventory and what is going out of the business the cash is going to going out of the organization because if we purchase the stock and we are paying in the form of cash so debit inventory and credit cash account so while we maintaining the books of accounts also we have

two kinds we are going to maintain the all the books of accounts one is acral basis of books of accounts or bookkeeping and one more is cash basis of bookkeeping so what is this difference between acral basis and cash basis of accounting okay acral basis this method records revenues and expenses when they are earned or incurred regardless of when cash is received or paid it provides more accurate representation of a company's financial position and performance over a given period so what do you mean by this acal concept or acal basis is nothing but we are

going to record the transaction that is for sure whether we are going to receive the cash today or it may be next day or next 15 days or after 30 days usually what happens the business they are going to give or they are going to sold the assets or sold the goods on the basis of credit usually they're not going to give on the cash basis correct they are going to offer for 15 or 30 days or 45 days of credit repayment period so for example I'm I'm going to sell the goods for Mr X

on 1st January worth rupees 30,000 I'm going to record the transaction on 1st January and Mr X is going to repay that money after 30th January correct so these are the difference we are going to maintain that records on that particular day but we are going to receive the cash after 30 days or 45 days depending on the agreement next Cash basis I think so no need to explain only correct acral basis we are going to record only that particular day we are going to record whether they are going to pay cash or not but

when it comes to cash basis only when they pay the cash in that earlier example only Mr X is going to pay after 30th January then whenever he's going to pay on that time only or on that date only we are going to record the entry not the original one so this approach records revenues and expenses when cash is received or paid it's a simpler method but may not reflect the true financial position if the transaction occurs in one period but the associated cash flows happen in the another okay so this is the disadvantages of

this cash basis method so acral basis and cash basis method these are the two methods of bookkeeping they are going to do [Music] so as you can see if I type create a job description for the position of product manager and I type enter it will generate response for me as I can see it is already giving me job title location and it is telling me that you can insert your location here job type job summary it is talking about the responsibilities I have not talked about any of these things all I have said is

that create a job description for the position of product manager and it is giving me a job summary it is also telling me the responsibilities and if you see all these responsibilities are not generic those are very very specific to this particular role of product manager that I asked about for example conduct user testing and gather feedback to iterate on product design and functionality develop and execute goto Market strategies I never mentioned GTM strategies I never mentioned about the goto Market strategies but it is still picking up hints and it is giving us results based

upon the large Corpus of Text data that it is built upon develop and manage product budgets it is also talking about the requirements five plus years of experience so it gives us requirements now if you want to change and let's say you want to make it two plus years you can always change those details right it is also talking about experience with Agile development methodologies and product management tools such as J Confluence we offer a competitive salary and everything it is mentioning now let's say we want to understand what are some of the most in

demand skills for this particular role let me type this question so if I ask that what are some of the very important or most in demand skills for this particular role it tells me that product management is a complex and demanding role that requires a combination of technical business and interpersonal skills the most in demand skills for the role of product managers are strategic thinking business equipment user Centric mindset technical knowledge project management communication skills data analysis leadership and adaptability and finally problem solving let's say I want to get more details or related to the

technical skills so let me tell that can you please specify the technical skills required for this role so as you can see here I get an answer that sure here are some technical skills that are part particularly relevant for product managers and it is talking about understanding of software development methodologies experience with product management tools and it is mentioning all those tools such as jira Trello Asana Etc and then data analysis skills prototyping ux and UI design knowledge familiarity with apis and Integrations familiarity with devops it is also talking about the understanding of mobile development

now those are all technical skills that I have understood with the help of chat GPD now one very important thing that you need to understand over here is that in this question I'm asking can you please specify more technical skills related to this role I never mentioned product manager but Chad GPT has the understanding that I'm still talking about the previous answers that I have received and I'm talking in relation to all those answers so in the previous question I had talked about the role of product manager but in this particular question I'm not saying

anything about the product manager but chat GPT will understand that I'm still in a sync and I'm still talking about related to things which are related to the previous question or the previous answer so you can talk to chat GPT just like you talk to your friends you can type in the question you can build on one particular topic and you don't have to specify all the basic details each and every time for example you don't really have to write here that can you please specify more technical skills related to the field of product manager

you can simply write related to this role that's how we talk in the real world we say something and then we build upon that similarly you can communicate with chat GPT in the same manner you say something and then you keep building on that you don't have to identify and mention all the Minor Details each and every time so now that you have got a basic understanding of that let's say I'm not very uh okay with these technical skills I want more technical skills or more specific technical skills can you get that let me try

so let me type add more technical skills to this list and let me see what is the answer that I'm getting so if you type that question you get anwers such as here are some additional technical skills now it is talking about cloud computing it is also talking about the knowledge of databases it is talking about cyber security and it is also explaining why that skill is relevant to the field of product manager it is talking about machine learning and AI it is talking about API design which is again a repeated point we have seen

that in the point number six in the previous question then it is talking about devp Ops it is also talking about Big Data Technologies that's how you can leverage chat GPT in the field of creating a job description now let me ask that can you specify more technical skills required by a product manager in one specific industry so let's say we go by the industry fmcg industry so if I press enter I get the answer that sure here are some technical skills that are particularly relevant for a product manager in this spe specific industry that

I asked about which is fmcg industry so Supply Chain management it is talking about Inventory management it is talking about packaging design it is talking about pricing and promotions it is talking about manufacturing processes it is talking about Regulatory Compliance it is talking about digital marketing it is also talking about data analysis and visualization and it is giving you a basic hint that overall product managers in the fmcg industry need to have a solid understanding of the production this distribution and marketing processes that are specific to this industry as well as the technical skills required

to optimize these processes and deliver products that Meet customer needs now one very important part of JD or job description is the average salary let's say rather than going to different links and searching on Google and understanding the data you just want to understand that what exactly is the average salary for one particular can you get that information from chat GP let's see whether we can get that or not so if I type in the query that can you tell me the average salary for the role of product manager I'm getting an answer that the

average salary of a product manager can vary depending on factors such as industry location years of experience and level of seniority however according to data from glass door and pay scale it is also giving us the source of the data and it is mentioning the average salary in United States for us and it is is also saying that salaries can range from around $75,000 for entry-level product managers to over 150,000 for senior level positions let's see how chat GPT can help us in developing questions related to different particular domains or different particular expertise areas let's

take the example for the role of a product manager let's ask chat GP if it can help us create some questions related to the role for a product manager so if you type in this query it gives you some sample questions that can be asked to a candidate applying for the position of a product manager for example can you tell us about a successful product you have launched in the past and what your role was in that particular process how do you stay up to date with industry Trends and changes in customer needs or how

do you incorporate user feedback into product development can you give an example or can you tell us about a product or feature that you wish you had developed but did not why didn't you pursue it oh those are different questions that you can ask the product managers but let's say you feel that these questions are good but these are not very technical in nature and you want to add more technical questions to this list so let me ask Chad GP that I need more technical questions and I type in that query let's see what are

the answers that we are going to get show here are some more technical questions that can be asked to a candidate applying for the position of a product manager now if you see the nature of these questions is much more technical in nature such as what experience do you have with user experience design how do you ensure that user experience is a priority throughout the product development process where take number six how do you collaborate with engineering teams to ensure technical feasibility of product features and enhancements or take number 10 can you walk us through

your experience with product analytics tools and how you use them to inform product decisions this is again a great example but let's say you know one particular topic or one particular term in the area of product management and you want to ask questions related to that you want to design a few questions related to that particular area so in product management the fields can be let's say go to market strategy or product Market fit let me ask chat GPT to suggest a few questions related to the product Market fit or GTM strategy you can take

any particular topic so if I ask can you give me five questions related to product Market fit here questions what is your understanding of product Market fit and how do you assess it for a product how do you determine the target market for a new product and what methods do you use to validate its fit or can you describe a time when you identified a gap in the market and successfully launched a product that address that Gap so these are all questions which are related to product Market fit and chat GP is giving us all

those questions if you want more question related to one particular topic you can again put in that query and you can uh get the answer to all those queries that that you're going to put in now let me also ask Chad GPT to suggest a detailed case study that type of question that we can use in the interviews as well so let me ask can you suggest a case study type question related to the field of product management and here's my query let's see what is the answer that we are going to get so answer

related to case study type question for the field of product management is yes you are a product manager for a software company that specializes in product management tools for small and mediumsized business you have been tasked with developing a new feature that will help users manage their teams more efficiently and you can see that this there's an entire case they are defining the role of the person who's interviewing then what steps would you take to evaluate the potential Solutions and determine which one to pursue this question requires the candidate to demonstrate their ability so first

of all it is giving us a case that we can ask as it is in the interview and then it is also giving for the interviewer that what exactly you can expect from this particular question [Music] what are some useful insights from customer interaction we already discussed it that any business will actually integrate chat GPT either in the form of chatboard integration or they will be actually drawing some useful insights from customer interactions let's say chat GPT you are already getting a lot of data chat GPT now has the ability to actually understand the data

understand the context of a particular situation and then draw insights from it so there are five major areas there that we will be discussing number one sentiment analysis this is something that we have already touched upon chat GPT can analyze customer interactions to determine the sentiment associated with specific products or Services let's say customers are reaching out to chat GPT as a chat board and they are putting in their query chat GPT now has the ability to understand what is their sentiment whether they are angry with a particular product whether they are dissatisfied whether they

are satisfied what exactly is their reaction what exactly is their Sen Why by reading their chat chat GP can actually understand that which can actually in turn help the company in understanding more and more about their audiences about their customers then second one we have is topic modeling chat GPT can extract key topics or themes discussed in customer interactions which helps identify recurring issues fqs or emerging Trends so chat GPT when interacting with the customers can understand that what are the major topics that the customers are touching upon what are the the major themes that

the customers are talking about then with that we can understand what are the major issues what are the major good areas and based upon that a business can actually take decisions which can make them much more profitable can make their customers more satisfied and loyal for their uh company to actually run or survive in a cut throt Market the next one we have is customer segmentation chat GPT can also assist in categorizing customers based on their interactions and preferences which can help businesses tailor their products services to specific groups overall chat GPT can actually help

any company any business in terms of targeting their customers in a much more better way they can actually form the clusters of those customer that these customers are of same type they have same kinds of demand same kinds of complaints and these customers have the same kind of pain points with that we as a business can actually understand how we can cluster or can divide those customers and can provide them more and more personalized products and services for their needs for their unmet needs or undeserved demands the next one we have is root cause analysis

by analyzing customer interactions chat GPT can help identify the root causes of customer issues and complaints what is that that the customers are actually not happy about whether they are not happy with the product whether they are not happy with the customer service whether they are not happy with a particular part or a feature of the service that you are providing what is that root cause that is something that can be analyzed with the help of those customer interactions and CH GPT can do it for you then the last one we have is Predictive Analytics

by leveraging historical customer interaction data all these customer interactions chat GPT can assist in predicting future customer Behavior such as churn or purchase likelihood if a customer is interacting with chat GPT chat GPT actually has the ability to understand the sentiment of that particular customer and understand whether they are going to churn whether they are going to go away or whether they are going to be conver inverted or are going to purchase the particular product or service from your organization they can predict those behaviors based upon the historical customer interaction data that is fed to

it so that's what chat GPT can actually help a company in all these major areas be sentiment analysis be topic modeling be customer segmentation root cause analysis or Predictive Analytics these are all different insights that can be leveraged by chat GPT to actually add more and more value to your customer customers to your employees and to your business in general and can make it more and more profitable as an organization so if I put in the query that based on all the above information about my clothing store suggest a few fqs for the landing page

of my website and here you go here are some potential fqs what types of clothing do you offer what sizes do you carry what is your return policy how can I track my order do you offer any discounts or promotions for first time customers now these are some great FAQs that I can have on the landing page of my website or the landing page of my clothing store now let's say if I ask chat GPD that provide an answer to each of these questions I also want a response to each of these questions and here

you go you can see that to all these questions which are mentioned about now there's a response attached to it and if you read any of these questions you can see that these are all aligned with all the information that we have already fed to chat GPD for example if you see this one that what is your return policy the answer is we have a Hustle free return policy if you're not satisfied with your purchase you can return the item within 30 days of delivery for a refund or exchange please make sure that the item

is unused in its original condition and with all the tags attached you can remember that in earlier conversation we have mentioned that our return policy is conditional where all the tags need to be attached with the close now it is able to relate this information with that earlier information and is able to give us answer which is completely aligned and is relevant to the given context so that's the beauty of using chat GPT for customer support now let's say I asked chat GPT to suggest five fqs related to custom orders and special sizes as that's

one of the specialities of my clothing store and here you go do you offer custom orders of special sizes for your clothing or are there any additional charges for your custom orders of special sizes you can see that it is able to give us questions related to that now you can again Ask the responses for these questions as well if you want to make those responses more shorter you want to tr them down you want to make them more engaging all of that can easily be done with the help of chat GPT now the second

thing that we going to discuss in this particular module is how chat GPT can actually help us in generating more and more ideas so customer support has one very good major aspect that is uh generating ideas in terms of how you can improve the customer services in your store and in general for your customers and can add more and more value to them so let's say if I ask chat GPT that suggest a few strategies to improve the customer service at my clothing store let's see what are the strategies that uh chat GPT has to

suggest so number one is hire and train knowledgeable and friendly staff who can assist customers with their queries and concerns provide multiple channels for customers to reach out to you such as email phone live chat and social media all these are great examples of how we can actually improve the customer service at the clothing store similarly you can see collect and analyze customer feedback regularly to identify areas of improvement and take appropriate action let's say I like the fifth one and I want to explore more about that so if I ask chat GPT that related

to the fifth one that one strategy it has suggested is collect and analyze customer feedback [Music] so let's talk about gbt 4 for business and let's uh type in our first uh prompt regarding that right okay so when we talking about gbt 4 model uh for business let's just type in the prompts that we want to talk about business for so let's just look at this prompt right so here what I have done is that I have given them a set of instructions that I want the uh the gbd4 model to do for me right

so conduct an in-depth analysis of the status of a Pharma sector right the medical Pharma sector exploring its Trends right this is the first thing that I want GPD 4 model to look at challenges number two number three is the opportunity right now utilize this relevant data and statistics to support your analysis now I want gp4 to analyze in these regards that is Trends challenges and opportunities providing the insights to now the second part of this this question right is that I want gp4 to provide me insights into the market size the growth rate the

consumer behavior of the Pharma sector right now identify the key players that are there in the industry in the US including the established companies and emerging startups now I've given them the data the the level in which the data needs to be analyzed for right so it is like uh take examples of the established companies that that are there and the emerging startups that that are there now offer both short-term and long-term industry forecast considering the potential developments and the impact of future events or future advancements in that sector right now discuss any potential disruptions

or opportunities right now I have also given them a negative side of it in which I want them to tell me what are the challenges that would be there right potential disruptions if there are in that particular companies or in that sector as a whole so it want I want it to inform me about that to give me a disclaimer okay these are the things that can be done arising from the technological advancement regulatory changes or shift in consumer preferences right so this is what the I have given a gist of what the prompts look

like now if you want gbd4 to give you better results you have to give them you just do not give them on line statements then it would be a variety of things that would be coming give them crisp questions right give them questions that are to the niche that you want it to be right don't give them wak sort of questions because the results then would not be that effective the prompts that you are Felding in should be with a level of research from a human perspective right give them what you exactly want the model

to give you right so this is what it is now let's just run through this prompt and let's see what GP 4 has to say okay so we have got the answer from GPT 4 regarding the prompt that I feed into it right so at first it just reminds you about the fact that the knowledge that the training was cut off in September 2021 so it will give you a gist of that okay current market analysis could cannot be done but I'll give you the f of what would might have happened during that time right

so the point with this is it's a good thing from gbd4 model that gives you the the the reminder that whatever you asking me about anything is only valid up till September 2021 right so let's look at the answer Let's uh just analyze what the answer is about now first as I mentioned in the prompt that I want to I want GPD 4 to give me the trends that are there right so first it gives me a big heading of the trends that are there now it gives me personalized medicine and precision medicine in the

recent years they have been moved towards the uh personalized medicine treatments right then there is Telly Health that is there right due to the co takes into consideration covid-19 there's been significant increase in the adoption of T Health Services the trend has the potential to significantly change how pharmaceutical care is provided then it is about growing biotech it just gives me a gist of it now the biotech sector has been experiencing substantial growth biotech companies are at the Forefront of innovation the drug development then comes the challenges right the second aspect that I wanted to

tell me is was about the challenges that are being faed right so the regulatory hurdles are there then High research and development costs are there in pharmaceutical development is a costly process right and since we have talked about the US it's even more right we we fed in the information for the US right so the the cost of healthcare is more right so it is is talking about okay the costs are very high in terms of the research that is need to be put in pricing pressure there's increasing scrutiny on the drug pricing which calls

for more transparency and affordability this has put pressure on the pharmaceutical companies and profit margins then the third aspect that I want it to tell me was about the opportunities right so Emerging Markets it's mostly the markets that are in the develop region so it it states precisely that there are significant opportunities in the Emerging Markets right as Asian and Africa where the population and Healthcare needs are rapidly growing now the second part is the digital Health now advancement in technology offer opportunities for companies to streamline their operations improve the drug Discovery process and enhance

the patient care then is the Aging populations with the populations in the developed countries aging there's a significantly high demand for the treatment for chronic and age related uh diseases then it talks about the things that I wanted key players so it it talks about the Johnson and Johnson fizer and all these companies that are there right as of 2021 which were the major players in the US Pharma sector right so it it gives us what was there in 2021 with the precise information about fiser johnon and other companies or pharmaceutical companies then emerging startups

right Monna B Tech so these are also a very very uh good thing that they also know about the startups that are just emerging right then the forecast that I mentioned in short term companies will likely continue to deal with the impacts of covid-19 pandemic which might involve increased demand for certain treatments and increase investment in vaccine development right during the 2021 the major focus of the farma industries was to roll out the vaccines in a much more fast-paced manner so that is the reason why they have mentioned that increase investment in the vaccine development

distribution now uh let me be very clear that these are the forecast From 2021s perspective now the things have changed it might not be the case the short-term case as what we are experiencing right now right so longterm in the longterm the farmer sector is expected to grow key factors driving the growth may include the increasing global population the rising prevalence of chronic diseases technological advancement and increase Healthcare expenditure right then we also talked about the technological disruptions in Opportunity so it gave me okay AI is one thing that would automate things AI is one

thing that would be used in drug Discovery machine learning would be more will make things happen much more efficient manner than is Gene and cell therapies right this is a broad overview based on the information available up to 20121 for the current and comprehensive analysis you should consult a market research firm right so it gives us a gist of what is happening in this Pharma sector the Pharma Industries right so what are the key things that we have mentioning over here is that if you give them a prompt that is precise if you give them

a pro prompt that has all the the segments divided into it okay this is the research part this is the analysis part that I want uh GPD to do then the forecast about those results so it will give you a gist of whatever it is happening what whatever information you have provided in the prompts right so it'll give you a gist of all those things then let's give talk about another prompt okay the second thing that I've asked them is provide a comprehensive guide to small business financing options right there are a lot of startups

that are coming in and they need to know uh what type of funding they can look for right so what are the financing options that that are there right there are certain Banks there are in uh non-banking Financial corporations so we have a lot of options right in that manner but as a Layman if I don't know what those are so I would want that gb4 to at least tell me what are those options right so the prompt says provide a comprehensive guide to small business financing options encompassing various Avenue such as loans grants Equity

financing explain each financing option in detail because I'm talking from a Layman's perspective including eligibility CR IIA application processes and the pros and cons of each explore the government programs and initiative that offer financial support to small businesses now I can write one more thing which is not mentioned here is that in which country's perspective right so I'll type in India in India right so discuss the emerging Trends in small businessing Finance such as Crown funding and micr lending platforms offer tips on how to access these approv rate financing options for specific businesses and need

to provide the inside into you securing the funding successfully right so this is the The Prompt right now let's look at what uh the result we get from gbd4 okay so now let's uh look at what uh the the answer is so comprehensive guide to small business financing option so it it uh thinks in itself and and tells us what the heading should for the answer should be right the first thing that we talked about was in The Prompt was loan right so it gives us the subheading loans now it will describe what type of

loans are there the first one is the term loan now Banks and non-banking financial companies nbfcs right offer term loans to finance the long-term needs of a of a business such as infrastructure development expansion right so it tells me okay the there are something known as term loans that Banks and nbfcs provide uh for long-term needs in terms of infrastructure development and expansion number one so the eligibility the business would with a proven track record and stable cash flow should be there right it's uh understood then uh Pros long-term Finance is there fixed interest rates

are there then the cons is lengthy application processes is there so now you know okay the application process would be would be quite combersome right then collateral may be required risk of default application process apply through the lenders website like lenders website would be A bank's website or nbfc website right the second financing the loan option is working Capital Loans these are short-term loans designed to cover daily operational expenses businesses with steady revenue and proven uh operation history are eligible then and then Pros quick assets to cash flexible terms cons higher interest rates compared to

term loans so the interest rates see we got that the interest rates are more as compared to Term Loan so now now you want to think in that perspective if I have a company what what type am I interested in paying more interest after taking that loan or less interest the short-term needs should be met or the long-term needs should be met so all that we have to talk we have to think about right but rightly so it gives us the gist of what is required now we can go to uh the bank account let's

say HDFC icci or any other bank that is there I'll just go to the website check the conditions that are there right then it would be grants government grants now if if I want to know if there are anything that are there right in terms of government fin ing these small uh businesses or the emerging businesses right so it says that the Indian government offers grants to various schemes like pradhanmantri mudra yoga pmmy credit guarantee fund scheme for micro and small uh Enterprise uh cgmsc so this is something that probably even um the ones who

are uh working in a startup or they're setting up a startup right they would also not be very uh sure of what the schemes are right so now gbd4 gives us okay these are the schemes that are there you might want to look at uh to them you can just go to their website government website uh or just Google out pradhanmantri mudra yoga you'll get details about it now if it if it is aligned to the needs of your uh business that that's the call that you can take then is the equity financing Angel investment

is there venture capital is there right when you're starting small you have series ABC funding right seed funding and all that so that is also what it is talking about the angel investment wey individuals Provide Capital in exchange of equity ownership right now all these things are mentioned then Venture Capital venture capital is invest in businesses with high growth potential right eligibility is there Pros is there cons is there application process is mentioned what it is now government program startup India right this is a program right it's not a scheme it's a program a government

initiative that provides funding support a learning program platform for Entre to connect with each other then msme the the government offers multiple schemes to provide assistance to msmes including credit guarantee scheme now this is a scheme C Credit guarantee scheme CGS PM employment generation program and all so you might want to look at these aspects as well then it talks about the emerging Trend in small business financing crowdfunding is there micr Finance micro lending peer-to-peer lending so all these things the companies are also mentioned here what you can look at you can just go type

it out uh at Google just tell it to just give you the links of it and then you can you're good to go you can have your research done more in a much more efficient way now if you're using gbd4 think it in that perspective that it is basically your assistant to do some mundane tasks that are present that would take a lot of time when a human does it so when uh gbd4 is doing it it's much better that uh they have a sense of the thing that this would ease out the work that

you are doing right so consider it as an assistant that would ease out certain mundane tasks that are present right now you can see that there's a heading that is mentioned how to choose the right financing option but it is only that one pointer is mentioned and it's not complete why is why is it so so the reason behind this is that every chat option in this particular gb4 model has a set amount of words that it can display right after that even though the question has can be a lot lengthier right the answer to

what it is if it is not fitting in there set parameters of one answer right the number of words present in one answer then it would stop in Midway so what is the solution behind it what how can we troubleshoot it so it's some it's simple you just have to type continue the above answer right so it will just start right from right from here how to choose your right financing option evaluate your business need that is where it ended now it will just continue it for further it'll give you the entire answer that you're

looking forward to now why why is that again as I mentioned there's a cap of words that an answer can have right so the GPD models they do not understand the human words language right what does that mean they do not understand the human word count so there's a thing called tokens that they understand that we discussed in the theoretical module that that there's a set uh there's a conversion of from token to to the words right so the language that they understand is tokens okay so we can see here that uh the the answer

is continued that how to choose the right financing option number one is evaluate your business needs understand the cost of financing as is eligibility consider the terms of financing then tips for securing funding successfully build a solid business plan maintain good Finance uh Financial records build a strong credit line history Network be prepared to negotiate right so these are the things that they are giving like the tip for securing uh securing the funding successfully right remember while securing funding can uh financing can provide the resource needful for growth it also comes with the obligations for

your business must meet right so it just gives you a gist of it but now what if that there is something that I want they have displayed some result XYZ now I want them to give a gist of what that result is for example if there's Angel investment right it mentions wealthy individuals Provide Capital uh capital in exchange right then there's Venture Capital venture capitalist but I want to know more about that right so I can just write uh here itself [Music] right elaborate more on Equity financing right if I don't know what Equity financing

is I'll just type in here right that elaborate more on Equity financing that I did not understand what was mentioned just so it gives me again the answer explaining that part right Equity financing refers to the process of raising Capital through the sale of shares in a business so it'll give me give that give the answer to mean in in the perspective that we want right if I write here that okay I still don't understand what they're talking about if I'm not aware about okay what are these Jons right private Equity crowdfunding IPO I don't

know the JG then I'll basically mention it to simplify it further right what would I write elaborate more on Equity funding in L man's perspective right so I'll just type in that and it will regenerate that result in a much more simpler manner right it will take references from the day-to-day daily things that you are doing and give you the answer in that regard right for example it's written right suppose you you have a baked pizza right in the bracket it's mentioning started a company and you want to bake more pizzas expand your business but

you need more ingredients what are the more ingredients right if you making a pizza of 7 in then you want to you make more of such pizzas right so you would need much more ingredients you would need much more cheese much more Topp in much more you know the oregano the chili flakes you would need more right so those are the ingredients that is the capitals of the funds which you can't afford on your own right you don't have the money to pay for it right so you invite some of your friends which are your

investors to contribute to to return for their contribution you give them a slice of your pizza right so they are the investors your friends become your investors they contribute in some of the other manner then in return what do do they want they want the slice for your p the share of your company now your friends are partial owners of the pizza they are the stakeholders and they get a share in the profits that are dividends decision making of what will happen to that uh Pizza where can it go it where which part of the

city they want to expand in and any potential future selling price of the pizza or the company so this is in a very very you know creative way of explaining someone who does not understand Finance to making it more interesting and you know we humans have the tendency to you know uh memorize a thing while while we imagine right we have a more much more picturistic memory or Pi picturistic way of thinking right so it is giving me just of okay a pizza is there now expanding uh it's it's equivalent to starting a company if

you want to grow make more pizzas that is growing a business so it'll give you gbd4 would give you that sort of connect from The Real World from your day-to-day life life so that you would understand complex terms and terminologies in a much more easier manner so let's look at GPD 4 for now so when I click to GPD 4 now it says that it's the most advanced system that produces you know safe and more user responsiveness is there right so this is what the Crux is about there you can you can see in the

website they' have talked about what differences key differences are there right uh and how is it difference from chat chat gbt right one such example you can see so this input is there in which Andrew is free from 11 to 3 joon's free from uh from noon to 2: p.m. and then 3:30 to 5 so it basically the Crux behind chart gbd and gbd4 is that in gbd4 you get more crisp Advanced reasoning answers right and you would get a bit more vague answers in chat GPT the older model of it but but you will

get a more precise and more crisp results when we talk about gbt 4 right and in terms of uh in terms of passing the exams right the benchmarks that they have set gbt 4 even outperformed chart gbt in that regard right so if you have you can see uniform bar exam Char gbt scored 10th and gbd4 90th so the this is the level in which it performs right so with this it tells about how advanc char gbt 4 model is then uh then J gbt right so now let's just log in and see what more

uh things we can do right so let's just log into try on Char gbd 4 plus log in right we'll fill in the details so after filling in the details what we will do is we'll just log in to the gp4 model right so this is the sort of user uh interface that we have for uh gp4 it's pretty much the same as gpt3 with chat GPT and gp4 what the key difference is that it's the UI Remains the Same more or less what the difference comes in that when you're paying for an extra you

know ability for this model you get the GPT 4 model right there but you can always switch back to GPT 3.5 in the same window you don't need to create any free account for that in the paid version as well you can go back to 3.5 so what is the major change that they have done is that in gp4 you cannot use it in in one go how many ever prompts you want it is limited it has a cap of 25 messages every 3 hours so in every 3 hours you can only type in 25

such uh questions right so this is the key then whatever you do after that they will revert back to the GPD 3 .5 model right so these are the key differences again now these are the different strings or different chart sections that are created over here consider it like you're using Whatsapp right you have numerous threads you have numerous uh people that you're talking to right so each each individual has a different chat options so similarly when you are typing in different queries related to different sort of uh topics right each topic gets created into

a different uh what do we call it a chat section right you you can you have to set it in a different chat section so the thing with chat GPT and gbd4 model is that it learns from the data that you provide right so if I'm typing in XYZ things right um hey uh can you tell me something about marketing right so if I type in such things let's just uh type in gbd4 for now so what will happen is that when I type in and now what it would do is it would know that

this entire chat would be uh created right a new chat would be created then what would happen is that in the entire conversation it will stick its uh brain power to marketing it'll know that okay you're talking from the marketing perspective of things right so it has that kind of uh data that put that you put in it has a sort of memory to realize okay this is what the human wants me to interact with that is marketing right so you'll get a variety again as I mentioned that in in the differences between gpt3 point5

and four model is that you get much more crisp results right with a lot more better logical reasoning and higher order thinking in what the user would want right so that is why this is what you're paying for you're paying for an extra amount of preciseness to what you really want the answers from gp4 model right again the drawbacks is Remains the Same in this model itself that it is trained up to August or September of 2021 so after that any new information that is there would not be present in any of these models GPD

4 or GPD 3.5 but what you get out of uh paying extra what you get out of paying for this service is that you get more crisp answers more better quality answers and more precise answer in to the way you want the answers to be right you can type in X number of commands right so we'll we'll see all these examples when we go ahead right so basically this is the user interface that they have you can chat you can type in your prompts over here you can regenerate the response if I do not like

what I'm seeing over here I can regenerate the response right here I can tell them right this is for their feedback if this was a good one or this this was something which is not good so this is what uh is there in this uh chart as well so you can also make changes to the queries the prompts that you put in right you can always you know modify just like I can change what I want to about I can be more precise right I can talk about digital marketing right so I can save and

submit and and it would give me much more precise answers right so you can always have and and it has a memory of its own right so it has a memory you can always go back to the last promt that you were searching for you can always come back to the current promt that you working on right so these are the more crisp and precise things that are present in the gp4 model it is much more advanced in terms of higher order thinking right so let's move on and let's uh let's learn something about uh

let's just say business or let's just say marketing or let's just say content creation right so let's just start off with uh with marketing at first so now from considering a very creative part of it now now I wanted to develop a screenplay for a film right so now added a prompt stating that develop a captivating screenplay for a film by creating compelling characters establishing a intriguing setting and writing engaging dialogues craft a thrilling narrative filled with an unexpected twist to keep the audience captivated until the end now what I'm trying to do do here

is that I'm giving it number of different parameters to consider while developing that screenplay right it is captivating characters establish an intriguing setting writing engaging dialogues right CFT a thrilling now I want it to be in in the thrilling perspective right so all that I have added in this now let's see what are the what is the result of this prompt so now we can see that it has given me in the format screenplays are made it has given me the sequence of things that need to happen so all these things are the with the

parameters that I have given it right the dialogues are there the characters are mentioned the the location is mentioned where it is going to happen right so all these things are are set in play when when we talk about gbt 4 gbt 3.5 on the other hand would give a very vake sort of setting it would not give it in the format that is there also it would not be as engaging as gbt 4 would provide right now let's take another example now generate a script for a 2minute Facebook ad promoting our Innovative Cleaning Service

right so let's just see what it has to give now as we can see that as mentioned before that gbd4 every string has the memory of its own right so the first thing that we asked it to do was create a screenplay right the format should be in a screenplay format second one we completely changed the subject to make a 2-minute Facebook ad promoting Innovative Cleaning Service now what it understands is that you want it in a screenplay format and to generate a script in that format right so what it does is it gives me

the entire screenplay for a cleaning service which we do not want it right it gives me a thing that I do not want it to give but since it has its memory of in every thread it gives me it has the memory of the previous prompt right now it is engaging the previous prompt with the current prompt and giving me the results accordingly now what if I do not want it what should be done you have to create a new chat a new string should be created click on gbt 4 and then add the same

prompt that you added in prompt number two right so now they it has given me a script in the format that a script is and not a screen play right so now it has given me the opening shot how it needs to be there the narration of what what uh the script would be like then where where the camera should be placed what should be the setting it has given all those three things in in this in a 2minute thing and also it has given me that uh there's something you want you can ask it

to Sparkle and shine.com for satisfaction is guaranted so what it is like at the end you give a feedback right so now this can be the Business website for whatever your business is you can put your website over here and it and in the in the in the script it would add the same to it right you just have to change it okay change this this this from your own Brand's name or your Brand's website right so it will do the same okay now let's look at one more example now I want gbd4 to write

me a 500w article with an exciting tone okay so the first parameter that is it is considering that I wanted to consider is exciting tone that explains the advantages of using the virtual reality for travel experiences this is the second parameter that I'm setting it now the third is begin with a compelling h using the Pas formula and conclude with a CTA now this is my fourth parameter using the Pas formula and and conclude with a call to action promoting the virtual VR reality package right now let's look at what the response of gbd4 model

is this in this regard now we have mentioned that begin with a compelling hook right now just read the hook that it has given right the first one this the first para is the hook imagine this you're standing on the summit of Mount Everest feeling the Cool Breeze against your face the crunch of the snow beneath your boots right so now this gives us the initial hook for the user to being hooked up to the article that I'm writing right you want at the end that the customer or or the the person that you're sending

this article to reads through the entire article you don't want it to just read one line and go back so the first element the first para of this article is about engaging that audience engaging that user onto this article then is then comes the bit of introduction part okay we are travel experiences are revolutionizing the tourism industry giving a brief of what you want to sell right offering a blend of Adventures and everything right then comes the body part in which you're mentioning all the things that are happening in the VR world how the VR

is uh you know interactive and all those things that you can do how it is much more better than other conventional things so you are giving that in your body part and the at the end you're giving a CTA call to action what should the user do right now it is giving imagine the endless possibilities that lie within your reach right now it's the time to seize the day and dive into the future of travel we are excited to present our exclusive VR travel package your past passport to the world and Beyond now it wants

you don't just dream about the places you want to visit experience them reach out to us today and let us guide you to World of unlimited Adventures get ready to explore now the thing is that if I if I mention that for the first time user let's say is 50% off on the travel package I can add that and at the end of CTA it will just add that statement or in in a much more interactive way it will add that okay 50% off on in uh on the package that we are selling so all

these things can be done using gb4 model now let's take another example as a renowned Chef can you give me five suggestions to enhance my baking skills and Achieve professional level results make sure that suggestion right now this is the thing make sure the suggestion is for a person who hasn't cooked before right so I want to give it a parameter that explain it in a layman's term right now the the result that we are getting right is from the very B basic beginers level understand your ingredients right Precision is the key quality of the

ingredients Master the basic techniques right be it whisking the eggs or chopping vegetables and all that stuff so it want us to know what what the thing is right in terms of baking it is not vegetables it can be other things you know how to make the dough and everything right so Master the the basic techniques that are there practice practice practice so it's it's telling me what a absolute beginner needs to do needs to start off when they're talking about you know baking right so it will give you in a very Layman structured approach

from the very Basics that's the beauty about gb4 it will give you everything in a very structured manner in a very crisp manner congratulations on completing the video you have gained a comprehensive understanding of various chat GP tips and tricks from writing effective prompts and exploring different prompt patterns to avoiding common errors you also learned how to build python apps and websites with chat GPT 40 and how to leverage chat GPT for Excel Microsoft PowerPoint content creation SEO digital marketing and finance keep applying these insights to your projects and daily tasks don't forget to like

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