~/talk

A Crash Course in Category Theory

Talkat Scala.IO 2017 · 2017-11-02..11-03· [machine-learning]
slides:none on file

Starts from concrete type constructions—void, unit, product, sum, List/Option/Either—and shows how they arise from categorical universal properties; models functors as Scala/Haskell type constructors and fmap, natural transformations as polymorphic functions, and explains currying as an adjunction (product ≃ exponent). Claims programming lives in a Cartesian closed category, uses denotational/semantic framing, and culminates in the Yoneda lemma / Yoneda embedding: an object is determined by its incoming arrows.

AI-written summary · about

  1. 0:00Intro
  2. 1:10Why Categories?
  3. 2:08Paradox of Programming
  4. 12:23Semantics
  5. 14:00Functional Programming
  6. 22:31Void
  7. 30:24Unit
  8. 38:08Product Types
  9. 39:17Sum (Coproduct)
  10. 41:13Sum Types
  11. 41:53Monoidal Category
  12. 45:34Algebra of Types
  13. 50:40Functor
  14. 57:29Adjunction
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