AI Collection
Courses that engage with artificial intelligence — from core ML and deep learning through mathematics, philosophy, economics, art, health, and environment.
Arts, Health & Environment 3
Core AI & Machine Learning 12
CS 479: Neural Networks
Study time: 55 minutes
CS 480: Introduction to Machine Learning
Study time: 3 hr 39 min
CS 485: Machine Learning
Study time: 36 minutes
CS 486: Introduction to Artificial Intelligence
Study time: 5 hr 2 min
CS 492: The Social Implications of Computing
Study time: 1 hr 43 min
CS 798: AI Music Generation
Study time: 1 hr 40 min
CS 885: Reinforcement Learning
Study time: 1 hr 22 min
ECE 493: Foundations of Multi-Agent Systems
Study time: 1 hr 56 min
ECE 493: Machine Learning Techniques for Chip Design
Study time: 27 minutes
ECE 493: Neural Networks and Deep Learning
Study time: 43 minutes
ECE 493: Social Robotics — Foundations, Technology and Applications of Human-Centered Robotics
Study time: 25 minutes
SYDE 522: Machine Intelligence
Study time: 32 minutes
Economics & Finance 3
Ethics, Philosophy & Society 6
HIST 415: A History of Artificial Intelligence
Study time: 56 minutes
PHIL 422: Fairness and Anti-Discrimination in AI
Study time: 1 hr 36 min
PHIL 451: AI Ethics, Law, and Governance
Study time: 1 hr 39 min
PHIL 459b: Philosophy of Artificial Intelligence
Study time: 1 hr 13 min
PSYCH 455: The Psychology of Human–AI Interaction
Study time: 53 minutes
SOC 435: The Sociology of Artificial Intelligence
Study time: 54 minutes
Mathematics, Statistics & Physics 6
AMATH 496: AI and Scientific Discovery
Study time: 1 hr 9 min
PHYS 449: Machine Learning in Physics
Study time: 1 hr 41 min
STAT 441: Statistical Learning — Classification
Study time: 2 hr 4 min
STAT 940: Deep Learning
Study time: 1 hr 15 min
STAT 946: Case Studies in Data Science
Study time: 1 hr 9 min
STAT 946: Deep Learning Theory
Study time: 1 hr 23 min
