Gen AI Course | Gen AI Tutorial For Beginners 

OpenAI has stopped issuing few credits. You have two options (1) By spending less than 5$ on openai API, you can complete this project. You will learn a valuable skill by spending money that may be less than what you spend in a restaurant for a dinner. (2) Use LLama 3 etc open source model in groq.com or do the project using google gamma or palm models (the second project has relevant information on that). To learn AI concepts in a simplified and practical manner check our course "AI for everyone": codebasics.io/courses/ai-for-everyone-your-first-step-towards-ai

so far the best explanantion I heard on LLM. Thanks for all your hardwork in these videos.

The way you explain everything thing more effectively is really good

sir your way of explaining things with examples is mindblowing , never seen anyone teaching like this before , absolutely amazed . thank you for this course 🙏🙏

I come from a Non-IT background and have found myself delving into the fascinating world of programming and cutting-edge technologies. Thanks to the invaluable guidance and tutorials by Dhawal Patel, I've been able to not only grasp but also teach Python, Java, and delve into complex domains like Machine Learning. Currently, my focus lies in research within bioinformatics, where I utilize deep learning and NLP techniques. I owe a tremendous debt of gratitude to Dhawal Sir, whose teachings have been instrumental in shaping my journey. Without his insightful tutorials and unwavering support, I wouldn't have dared to dream of venturing into these domains. My deepest respect and appreciation go out to Dhawal Sir for his mentorship and guidance.

Wow - you did such an awesome job producing this video! superb explanations and video production. Thanks for making this

Thanks for this detailed video sir.. this was my first video watching on GenAI, this video has given initial confidence about basic info already…Tks a ton 🙏

love the way you explain everything

Insanely Great Dhaval sir, waiting for more on Gen AI!

You are just awesome. Your teaching techniques are mindblowing i mean i dnt need to much stress my brain very smooth explanation awesome

Wowed. Thanks for your teaching. It is so useful for me. I have used generative AI for a long time, but your explaination makes me clarify my thoughts.

it was a fast track study. Great content !

Thanks for the wonderful explanation

Hermano muy interesante, sigue adelante y agradecido por compartir tus conocimientos, saludos desde Peru!

Amazing content. Thanks for this video.

Thankyou so much sir for this course❤🙌🏻

congratulation on 1 million subscriber

thank you for this peace of art!

56:34 Thanks for the tips. It was much needed.

Great Content Dhaval bhai! 👌🏻

Really nice video, thank you for the hard work 👍

Waiting for your videos on LLM ❤

Thank you sir for prepare such informative video on Gen AI, GPT model etc..❤

Thanks man..God bless..saved me so much time..

You make LLM, Langchain super easy👍

Great Tutorial💯 on GENAI.

thanks for amazing content

Great explanation

I am waiting for your videos and at last get this

great course , thanks for sharing

some warnings are coming ,as the code in course compatible with earlier version. please provide the updated code. because after some time the code will stop working as well.

You sound like the GFG founder Sandeep Sir ...He is my fav mentor

Excellent.

Thank you bro.

good one thanks. keep it up

Thanks bhaiya ❤🎉

Thanks man

Thanks for this. Can u do one on CrewAI ?

00:01 Overview of Generative AI 02:31 Evolution from statistical ML to deep learning with neural networks 07:30 Transformers have led to a variety of powerful AI models. 09:59 Buddy is a stochastic parrot with mimicking ability and statistics-based predictions. 14:58 Understand Vector database and semantic search 17:21 Word to numeric representation using word embeddings 21:29 Retrieval Augmented Generation (RAG) allows fine-tuning or building AI models on specific data sets. 23:48 Using GPT-3 for querying data sources 28:24 To work with Gen AI, you need models, cloud services, and frameworks. 30:27 LLM based application using OpenAI API 34:36 Creating separate keys for different projects and managing them securely 36:55 Using LLM to generate creative restaurant names based on cuisine preferences. 41:33 Implementing Simple Sequential Chain concept in Gen AI Course 44:00 Using sequential chains to get both restaurant name and menu items in Gen AI Course 48:44 Setting up Streamlit for application development 51:15 Using response data to display restaurant name and menu items in UI 56:13 Practice coding while watching the video 58:22 Gen AI has a reasoning component for answering questions beyond its knowledge 1:02:48 Using Gen AI to retrieve information about Elon Musk's age in 2023 1:05:11 Initializing environment variables and using AI tools in an agent. 1:09:49 Using conversation chain to optimize cost and memory 1:12:15 Optimize OpenAI token cost by limiting conversational buffer memory 1:16:39 Research analysts provide detailed stock research for companies like Tata Motors and Reliance. 1:18:42 Importance of building a specialized tool over using Chat GPT 1:22:52 Using semantic search for finding relevant text chunks 1:24:56 Utilizing Vector databases for faster search and retrieval 1:29:05 Installing and loading Lang chain library in Jupyter notebook 1:31:39 Providing explanation about the movies.CSV file contents. 1:36:25 Text splitting and merging for efficient processing 1:38:35 Using Lang chain provides a simple API for text splitting. 1:43:22 Text splitting process using separators and size constraints 1:46:05 Gen AI Course explains recursive text splitter and merging for chunk optimization 1:50:23 Demonstration of using libraries to convert text into vectors 1:52:42 Using meditation and yoga to improve mental health with vector representation 1:57:30 Gen AI performs semantic search to provide results based on context, not just keywords 1:59:42 Retrieval QA with Sources Chain 2:04:06 Creating open API embeddings for document retrieval 2:06:39 Using a Vector database and creating a retrieval chain for text analysis. 2:11:06 Assembling the final project with pre-built individual pieces 2:13:10 Loading environment variables and creating basic UI in Gen AI module 2:18:20 Saving data in memory and displaying progress 2:20:46 Setting up Vector database and creating retrieval QA chain in Python 2:25:43 Automated news research tool for equity analysts 2:27:53 Utilizing vector databases for storing embeddings in large projects 2:32:07 Utilizing Google Palm and SQL Database Chain in Lang Chain Framework 2:34:10 Introduction to Vector Database and Google Palm for AI applications 2:38:14 Explaining the t-shirt records and database setup 2:40:45 Setting up a SQL database object with URI 2:45:40 Understanding the importance of correct database mapping for accurate results 2:48:17 Learning to run and manage queries in DB Chain 2:53:13 Summing of stock quantities for white color t-shirts 2:55:42 Storing data into arrays and using Hugging Face embedding for generating embeddings 3:00:34 Vector store converts input questions into embeddings for similarity matching. 3:02:52 Import SQL prompt template to generate queries. 3:07:42 Enhanced querying functionality with additional parameters 3:10:00 Creating a streamlit UI with few lines of code 3:14:54 Creating a main function in Python and running SQL queries in a database chain 3:17:27 Using Streamlet to ask and answer questions efficiently Crafted by Merlin AI.

what software are you using to edit the videos it is very engaging for users like me

at the 37:24 , displayed code i tried, but got an error that your 5$ limit is out of bound, and on openai it shows i used 0$ and i followed each and every step now i feel like i am not build for coding

Should we create the few shot (question, query, answer value ) list manually? Or can we generate these too using llm? I mean similar statements using llm? Also, how many samples should we add ?( My question is about the contents of few_shots array)

Please do a course on AIOps.

so this is my into to genai, what should someone go for after completing this course.like should i go on and make projects with diff models or should i go on and learn core ml..(more interested in the genai space)

sir can you give topics to explore in llms for eg: in ml and dl we focus on gradient descent like topics...what to focus in llms?

best content ever

Great content..!! Please make an end to end project using pinecone vector DB

Hi! Can i join data analyst boot camp now or like is there any other date to join for a new batch?

wow it is very interesting tutorial

I have run the codes but shows as module errors and are deprecated. How to fix this?

to_vectorize = [" ".join(example.values()) for example in few_shots] to_vectorize Here is an error occured, sequence item 3: expected str instance, dict found. could any one of the team look over in it, so that it can help other students while accessing the code.

lab magic is not available for windows . what is the replacement for this

what other project ideas we can do based on this ? It would be helpful if you suggest any ..

Amazing

how to install the modules. Does jupyter notebook has a terminal of its own?. Coming from a non Cs background, Kindly help

Post more Gen Ai tutorial and continue it

I've a simple question! How does llm decide that the data it has do not contain answers to the questions asked by the user? As an example, in your equity research project, let's say I asked for the stock price of a company whose data is not present in the links I provided, how will llm decide that it has no answer for that.

Very nice

thanks

Quite Immpresive course, How do you know all these 🙂

Hi codebasics team i have 1 request to make here please if possible bring affordable course on product management it is a great field to explore but there are not much content available please bring this course you will be a life saviour for many of us as well as bring it with job assistance as well.

Hello Sir ,I wanted to devlop an Ai text to image and image to image ,please suggest me how to devlop

Please do a Data Engineering course

Sir m apka y ai course lana chta hu toh aap mujha y btya beginner to advance ka course hai apka pass please send the link and sir m y bhi puchna chta hu nodejs p bhi hm ai or machine learning kar sakta hu kya

2:27 I created this project without using Open AI models. I just used opensource models.

Can you please provide end to end real world NLP projects using techniques like POS, NER, Text classification etc. There are no good NLP projects on You tube in other channels.

Hello sir please make video on future scope in ai engineering VS data science. If i have complete non tech background and if i want start today than what should i choose Btw i had downloaded road maps of both field which you have provided

Finally Rocky bhai stayed in code basics office..All gold 🪙 kept there

Sir lovely video and explanation. How is this video different from your paid course on AI? Please answer

sir, i am unable to buy credit from open AI can u please give me solution alternative for same projects, ? thanks

Sir please make a video on how to fine tune Llama 2 model using hugging face flan -v2 data set

What is the difference between this 3 hrs video content and your paid course ??? @codebasics

Too good

What is the python version used for rockybot project? Can anyone help me ?

Sir i want to take the course(data analyst) of yours which costs 6300.I don't even have any prior knowledge regarding data analytics. Can you tell if the course is beginner frndly and do the projects we do will increase the weightage of my resume? Please answer to this real quick sir!

Hi could you please kindly make 0:11 videos on Data cleaning Webscrapping Data manipulation Data connections all concepts explained in one project shot And also video on python for data acience and gen ai in easy method so that we could do the projects Thank you And also Sir dont even know how to implement python could you please help me

If a student who has zero knowledge in gen Ai can follow this video or need any pre knowledge???

can you also provide info about how to do it using huggingface and similar to it which are of free of cost. so that this project will be helpful for more people

Can you make vedio on fine tunning LLM

Sir..your teaching style is mind blowing...Please always try to make projects using only open source LLMs because we dont have money to buy OpenAI API key and 5 doller using my email id and many of my extra email iDs ..all those 5 dollers have been exhausted and now we dont have enough email IDs to generate free OpenAI dollers. PLEASE ONLY OPEN SOURCE LLMS FOR ANY UPCOMING PROJECTS...Thanks a lot...

Day 1 of asking making course video on MLOPS..🙂✨

can you do a course on mlops?

Need a course on mlops

outdated(for first project), you'll need to make certain adjustments. 1. Use OpenAI and langchain version as mentioned in requirements.txt if you face indexError and/or pickle error. 2. You might encounter an error where it says davinci -003 is a deprecated version, please change the model as: llm = OpenAI(model="gpt-3.5-turbo-instruct", temperature=0.9, max_tokens=500) The project runs following these steps as of 9th May, 2024 but issues may arise later.

👍

Make course on math for AI😊

please upload in hindi video on generative ai

is google palm still avaialble

My Open AI key is not working it shows max usage done like what should i do , i used it for first time

Want to learn

OpenAI has stopped giving free credits. They have mentioned this officially. Can you please give an alternate solution for it Dhaval?

Why this code is not running....it gives an error that openai has no module

Can openai secured for office data

I am using OPENAI first time and showing me this error code: 429 - {'error': {'message': 'You exceeded your current quota, please check your pla

Sir lauch genAI course in Hindi

doh, can't set up Google api keys in Europe.

Sir start mlops course in hindi

Not getting free credits sir as you mentioned.

GIVE US THE ROAD MAP FOR COMPUTER VISION ENGINEER LIKE AI ENGINEER ROAD MAP

getting stuck only becuase of API calling problem from OpenAI feeling sad , leaving whole video project now without doing. Stuck in the starting please make videos more clearly and prcisely by blurring your keys, doing each part step by step. (Not everyone is a heavy coder like you, who is watching.)