Machine Learning

2026-2027

40 courses

10-202Introduction to Modern AI
10-301Introduction to Machine Learning
10-315Introduction to Machine Learning (SCS Majors)
10-335Art and Machine Learning
10-403Deep Reinforcement Learning & Control
10-405Machine Learning with Large Datasets (Undergraduate)
10-414Deep Learning Systems: Algorithms and Implementation
10-417Intermediate Deep Learning
10-418Machine Learning for Structured Data
10-422Foundations of Learning, Game Theory, and Their Connections
10-423Generative AI
10-424Bayesian Methods in Machine Learning
10-425Introduction to Convex Optimization
10-500Senior Research Project
10-520Independent Study
10-601Introduction to Machine Learning
10-605Machine Learning with Large Datasets
10-606Mathematical Foundations for Machine Learning
10-607Computational Foundations for Machine Learning
10-613Machine Learning Ethics and Society
10-617Intermediate Deep Learning
10-618Machine Learning for Structured Data
10-623Generative AI
10-625Introduction to Convex Optimization
10-643Socio-technical Evaluations of Generative AI
10-701Introduction to Machine Learning
10-703Deep Reinforcement Learning & Control
10-707Advanced Deep Learning
10-708Probabilistic Graphical Models
10-714Deep Learning Systems: Algorithms and Implementation
10-716Advanced Machine Learning: Theory and Methods
10-725Optimization for Machine Learning
10-726Machine Learning Theory: The Art of Problem Formulation and Theorem Proving
10-735Responsible AI
10-736Human-AI Complementarity for Decision Making
10-743Socio-technical Evaluations of Generative AI
10-745Scalability in Machine Learning
10-753Deep Learning and GenAI Theory
10-777Historical Advances in Machine Learning
10-805Machine Learning with Large Datasets