Machine Learning Resources

Including all the resources used in my learning Machine Learing Journey. All the notable articles, videos, guides, books, courses used in my journey to become a NLP Engineer. This repository will also contain the projects and blogs written by me in my learning Journey.

Deep Learning:

• ZTM PyTorch Course
• Deep Learning Fundamentals
• Andrej Kaparthy Zero to Hero in Neural Networks

NLP:

• NLP Roadmap
• Hugging Face NLP Course
• Self-learners guide to NLP

LLM / Gen-AI:

• Langchain AI Handbook
• ActiveLoop Langchain & Vector Databases in Production
• Retrieval Augmented Generation for Production with LangChain & LlamaIndex
• smol-course

Documentations to read:

• Langchain
• Open AI
• LLaMaIndex

Projects / Guides:

• SAT QA application
• A Complete Guide to Langchain
• Prompt Engineering Guide
• CampusBot

Youtube Videos:

• Learn Langchain in 1 hour
• A Hacker's guide to LLM
• 100 Days of ML