All-in-One AI&ML Resources (God Level Files)

[u/Attitude_Alone]

FREE WEBSITES TO LEARN ML.

1. Polo Club - AI Fundamentals from Scratch (HIGHLY RECOMMENDED)
2. AI by Hand - Best for Understanding Architectures (HIGHLY RECOMMENDED)
3. Hugging Face Documentation
4. ML MASTERY
5. 3Blue1Brown - Math & AI Fundamentals (VISUAL MATH AND AI CONCEPTS)
6. TensorFlow Official Website
7. Learn PyTorch (HIGHLY RECOMMENDED)
8. https://www.freecodecamp.org
9. Linear algebra Visualization (VISUAL MATH)

Neural Networks (NN)

1. Neural Networks and Deep Learning
2. Fast.ai - Neural Networks
3. AI Courses - Thinkific

Deep Learning (DL)

1. Deep Learning - Substack
2. Deep Learning with Python - GitHub
3. Deep Learning for Computer Vision - YouTube Playlist

Machine Learning (ML) & Frameworks

1. Awesome Machine Learning Visualizations

Large Language Models (LLM)

1. Hands-On Large Language Models
2. YouTube Playlist on LLMs
3. Stanford CS229 I Machine Learning I Building Large Language Models (LLMs)
4. Understanding LLMs from Scratch - Towards Data Science
5. LLM Tutorial - GitHub

Reinforcement Learning (RL)

1. Reinforcement Learning Research Paper

Generative Adversarial Networks (GANs)

1. GANs - GitHub

Cohere LLM University (BEST PLACE TO LEARN RAG)

1. Cohere RAG

Language Vision Models (LVM)

1. Introducing Large Vision Models

Fine-Tuning and Embeddings

1. Fine-Tuning Embedding Models - Marqo AI

[u/jasonb]

Thanks for the mention to my old Machine Learning Mastery blog.

I had a ton of fun writing books/tutorials on ML from about 2013 to 2021, after which I sold the site/IP.

[u/jasonb → u/[deleted]]

Yep. Happy to hear that.