Machine Learning

Instructors


Course Description   This course offers a comprehensive and in-depth exploration of the fundamental principles and theories of machine learning. It serves as a rigorous introduction to the theoretical foundations of machine learning, with a particular emphasis on theoretical derivations and proofs.


Course Information

Time and Location
Lectures: 1-16 weeks Weekly Tuesdays 7-9 sessions, Science Teaching Building 407 (理教407)
Course Notes
Quick Links
  • Previous Course Notes Offerings: Fall 2021
  • Reinforcement Learning Notes (Richard S. Sutton) Notes
Major Project

Course Staff

Course Assistant