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AI Courses

4 public lists, written by people who know them.

The visual intuition, with 3Blue1Brown

  • But what is a neural network? | Deep learning chapter 1youtube.com
  • Gradient descent, how neural networks learn | Deep Learning Chapter 2youtube.com
  • Backpropagation, intuitively | Deep Learning Chapter 3youtube.com

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Understand LLMs

without writing code

  • [1hr Talk] Intro to Large Language Modelsyoutube.com
  • Deep Dive into LLMs like ChatGPTyoutube.com
  • Transformers, the tech behind LLMs | Deep Learning Chapter 5youtube.com
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Neural networks from zero

with Karpathy

  • The spelled-out intro to neural networks and backpropagation: building microgradyoutu.be
  • The spelled-out intro to language modeling: building makemoreyoutu.be
  • Building makemore Part 2: MLPyoutu.be

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Start building, not just watching

Three courses where you write the code yourself.

  • Let's build the GPT Tokenizeryoutu.be
  • Let's build GPT: from scratch, in code, spelled out.youtube.comLet's build GPT: from scratch, in code — Karpathy
  • Practical Deep Learning for Coders: Lesson 1youtube.comPractical Deep Learning for Coders: Lesson 1 — Jeremy Howard
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