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Applied Category Theory - MIT 2019

Topos Institute via YouTube

Overview

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Explore the mathematical foundations and practical applications of category theory through this comprehensive lecture series delivered at MIT during the 2019 Independent Activities Period. Master fundamental concepts including categories, functors, natural transformations, and limits while discovering how these abstract mathematical structures apply to real-world problems in computer science, physics, and engineering. Progress through seven structured chapters, each featuring paired lectures by David Spivak and Brendan Fong that build systematically from basic categorical concepts to advanced applications. Learn how category theory provides a unifying language for mathematics and science, enabling you to model complex systems, understand compositional structures, and solve interdisciplinary problems. Examine practical implementations through Evan Patterson's presentation on realizing applied category theory in the Julia programming language, demonstrating how theoretical concepts translate into computational tools. Gain insights into how categorical thinking can transform your approach to problem-solving across diverse fields, from database design and network theory to quantum mechanics and machine learning.

Syllabus

Applied Category Theory. Chapter 1, lecture 1 (Spivak)
Applied Category Theory. Chapter 1, lecture 2 (Fong)
Applied Category Theory. Chapter 2, lecture 1 (Spivak)
Applied Category Theory. Chapter 2, lecture 2 (Fong)
Applied Category Theory. Chapter 3, lecture 1 (Spivak)
Applied Category Theory. Chapter 3, lecture 2 (Fong)
Applied Category Theory. Chapter 4, lecture 1 (Spivak)
Applied Category Theory. Chapter 4, lecture 2 (Fong)
Applied Category Theory. Chapter 5, lecture 1 (Spivak)
Applied Category Theory. Chapter 5, lecture 2 (Fong)
Applied Category Theory. Chapter 6, lecture 1 (Spivak)
Applied Category Theory. Chapter 6, lecture 2 (Fong)
Applied Category Theory. Chapter 7, lecture 1 (Spivak)
Applied Category Theory. Chapter 7, lecture 2 (Fong)
Evan Patterson: Realizing Applied Category Theory in Julia

Taught by

Topos Institute

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