Gen AI Course | Gen AI Tutorial For Beginners
Skills:
RAG Basics90%
This Gen AI tutorial for beginners is sort of like a Gen AI mini-course where a person can start learning the fundamentals of Gen AI and in the end, we build two end-to-end projects. Below is the outline of the exact topics that are covered.
Code for project 1: https://github.com/codebasics/langchain/tree/main/2_news_research_tool_project
Code for project 2: https://github.com/codebasics/langchain/tree/main/4_sqldb_tshirts
LangChain source code: https://codebasics.io/resources/langchain-crash-course
Vector database article: https://www.pinecone.io/learn/vector-database/
00:00 Overview
00:29 What is Gen AI or Generative AI?
01:23 Gen AI evolution
10:00 What is LLM (Large Language Model)?
13:55 Embeddings, Vector Database
21:24 Retrieval Augmented Generation
28:16 Tooling for Gen AI
29:14 Langchain Fundamentals
1:14:49 End-to-End Project 1: Equity Research Tool
2:28:25 End-to-End Project 2: Retail Q&A Tool
Do you want to learn technology from me? Check https://codebasics.io/?utm_source=description&utm_medium=yt&utm_campaign=description&utm_id=description for my affordable video courses.
Need help building software or data analytics/AI solutions? My company https://www.atliq.com/ can help. Click on the Contact button on that website.
🎥 Codebasics Hindi channel: https://www.youtube.com/channel/UCTmFBhuhMibVoSfYom1uXEg
#️⃣ Social Media #️⃣
🧑🤝🧑 Discord for Community Support: https://discord.gg/r42Kbuk
📸 Codebasics' Instagram: https://www.instagram.com/codebasicshub/
📝 Codebasics' Linkedin : https://www.linkedin.com/company/codebasics/
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📝 Dhaval's Linkedin : https://www.linkedin.com/in/dhavalsays/
📝 Hem's Linkedin: https://www.linkedin.com/in/hemvad/
📽️ Hem's Instagram for daily tips: https://www.instagram.com/hemvadivel/
📸 Dhaval's Personal Instagram: https://www.instagram.com/dhavalsays/
🔗 Patreon: https://www.patreon.com/codebasics?fan_landing=true
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Python Tutorial - 1. Install python on windows
codebasics
Python Tutorial - 2. Variables
codebasics
Python Tutorial - 3. Numbers
codebasics
Python Tutorial - 4. Strings
codebasics
Python Tutorial - 5. Lists
codebasics
Python Tutorial - 6. Install PyCharm on Windows
codebasics
PyCharm Tutorial - 7. Debug python code using PyCharm
codebasics
Python Tutorial - 8. If Statement
codebasics
Python Tutorial - 9. For loop
codebasics
Python Tutorial - 10. Functions
codebasics
Python Tutorial - 11. Dictionaries and Tuples
codebasics
Python Tutorial - 12. Modules
codebasics
Python Tutorial - 13. Reading/Writing Files
codebasics
How to install Julia on Windows
codebasics
Python Tutorial - 14. Working With JSON
codebasics
Julia Tutorial - 1. Variables
codebasics
Julia Tutorial - 2. Numbers
codebasics
Python Tutorial - 15. if __name__ == "__main__"
codebasics
Julia Tutorial - Why Should I Learn Julia Programming Language
codebasics
Python Tutorial - 16. Exception Handling
codebasics
Julia Tutorial - 3. Complex and Rational Numbers
codebasics
Julia Tutorial - 4. Strings
codebasics
Python Tutorial - 17. Class and Objects
codebasics
Julia Tutorial - 5. Functions
codebasics
Julia Tutorial - 6. If Statement and Ternary Operator
codebasics
Julia Tutorial - 7. For While Loop
codebasics
Python Tutorial - 18. Inheritance
codebasics
Julia Tutorial - 8. begin and (;) Compound Expressions
codebasics
Python Tutorial - 12.1 - Install Python Module (using pip)
codebasics
Julia Tutorial - 9. Tasks (a.k.a. Generators or Coroutines)
codebasics
Julia Tutorial - 10. Exception Handling
codebasics
Python Tutorial - 19. Multiple Inheritance
codebasics
Python Tutorial - 20. Raise Exception And Finally
codebasics
Python Tutorial - 21. Iterators
codebasics
Python Tutorial - 22. Generators
codebasics
Python Tutorial - 23. List Set Dict Comprehensions
codebasics
Python Tutorial - 24. Sets and Frozen Sets
codebasics
Python Tutorial - 25. Command line argument processing using argparse
codebasics
Debugging Tips - What is bug and debugging?
codebasics
Debugging Tips - Conditional Breakpoint
codebasics
Debugging Tips - Watches and Call Stack
codebasics
Python Tutorial - 26. Multithreading - Introduction
codebasics
Git Tutorial 3: How To Install Git
codebasics
Git Tutorial 1: What is git / What is version control system?
codebasics
Git Tutorial 2 : What is Github? | github tutorial
codebasics
Git Tutorial 4: Basic Commands: add, commit, push
codebasics
Git Tutorial 5: Undoing/Reverting/Resetting code changes
codebasics
Git Tutorial 6: Branches (Create, Merge, Delete a branch)
codebasics
Git Github Tutorial 10: What is Pull Request?
codebasics
Git Tutorial 7: What is HEAD?
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Git Tutorial 9: Diff and Merge using meld
codebasics
Difference between Multiprocessing and Multithreading
codebasics
Python Tutorial - 27. Multiprocessing Introduction
codebasics
Python Tutorial - 28. Sharing Data Between Processes Using Array and Value
codebasics
Git Tutorial 8 - .gitignore file
codebasics
Python Tutorial - 29. Sharing Data Between Processes Using Multiprocessing Queue
codebasics
Python Tutorial - 30. Multiprocessing Lock
codebasics
Python Tutorial - 31. Multiprocessing Pool (Map Reduce)
codebasics
What is code?
codebasics
Python unit testing - pytest introduction
codebasics
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Chapters (10)
Overview
0:29
What is Gen AI or Generative AI?
1:23
Gen AI evolution
10:00
What is LLM (Large Language Model)?
13:55
Embeddings, Vector Database
21:24
Retrieval Augmented Generation
28:16
Tooling for Gen AI
29:14
Langchain Fundamentals
1:14:49
End-to-End Project 1: Equity Research Tool
2:28:25
End-to-End Project 2: Retail Q&A Tool
🎓
Tutor Explanation
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