MaruthiKo/My_learnings-MachineLearning

My learnings, assignments, projects and all the resources through out my journey in machine learning.

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

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