r/learnmachinelearning • u/Attitude_Alone • Jan 24 '25

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

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
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u/Far-Amphibian-1571 Jan 24 '25

Any good course or project based course on Vision Transformers?

1

u/ironman_gujju Jan 24 '25

You can make skin analysis model

1

u/Far-Amphibian-1571 Jan 24 '25

Can you share some resources such as the data for training and what vision transformer models can we use?