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AI Research

AI researcher resources

Courses, books, lectures, and repositories organized by topic and level.

  • Neural Networks: Zero to Hero

    Andrej Karpathy — build everything by hand

    Course

  • CS231n

    Stanford — computer vision with deep learning

    Course

  • CS224n

    Stanford — NLP with deep learning

    Course

  • Practical Deep Learning

    fast.ai — top-down practice first

    Course

  • Dive into Deep Learning

    Zhang et al. — interactive textbook

    Book

  • Build a Large Language Model (From Scratch)

    Sebastian Raschka

    Book

  • Understanding Deep Learning

    Simon Prince — free PDF

    Book

  • Papers With Code

    papers, code, and benchmarks indexed

    Tool

  • Hugging Face Hub

    models and datasets

    Tool

  • The Illustrated Transformer

    Jay Alammar's visual walkthrough

    Essay