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ML & DL Resources

This page lists high-quality resources for machine learning and deep learning.

Foundations

  • Stanford CS229
  • Pattern Recognition and Machine Learning

Deep Learning

  • Deep Learning (Goodfellow, Bengio, Courville)
  • Stanford CS231n / CS224n

Engineering and Practice

  • Papers with Code
  • Hugging Face Course

AI learning paths organized as a knowledge graph.