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Categories for AI 1; Why Category Theory?

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28 October 2023


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Categories for AI 1; Why Category Theory?

Motivated by the recent emergence of category theory in machine learning, we teach a course on its philosophy, applications and outlook from the perspective of machine learning!

In this first seminar, you will:

  • Get a sense of the philosophy and motivation behind Category Theory
  • Learn about the recent wave of its applications emerging throughout the sciences
  • Understand how this formal mathematical language rigorously adheres to the concept of modularity
  • Dispel with the fallacy that CT is not relevant to practical disciplines such as programming or engineering
  • Get a sense of how CT can help us design and scale our deep learning systems

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