tuaregs[AI]

Learning path

Machine learning

From the intuition to the math: how machines actually learn, and how to build it yourself.

1 Intuition
2 Foundations
3 Build it

Read this, in order

  1. 1How LLMs actually worktuaregs · GuideA gentle on-ramp to the core ideas.
  2. 2Neural networks, visually3Blue1Brown · VideoSee how a network learns, intuition first.
  3. 3Machine Learning SpecializationAndrew Ng / Coursera · ArticleThe classic structured starting course.
  4. 4Practical Deep Learningfast.ai · ArticleTop-down, code-first deep learning.
  5. 5The books worth readingtuaregs · BookGo deep: the math and the canon, mostly free.

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