2021 Fall
COMPSCI C281A 001 - LEC 001
Statistical Learning Theory
Moritz Hardt, Benjamin Recht, Meena Jagadeesan, Mihaela Curmei
Aug 25, 2021 - Dec 10, 2021
Tu, Th
03:30 pm - 04:59 pm
Anthro/Art Practice Bldg 160
Class #:28518
Units: 3
Instruction Mode:
In-Person Instruction
Time Conflict Enrollment Allowed
Offered through
Electrical Engineering and Computer Sciences
Current Enrollment
Total Open Seats:
34
Enrolled: 86
Waitlisted: 0
Capacity: 120
Waitlist Max: 150
No Reserved Seats
Also offered as:
STAT C241A
Hours & Workload
6 hours of outside work hours per week, and 3 hours of instructor presentation of course materials per week.
Other classes by Moritz Hardt
Other classes by Benjamin Recht
Other classes by Meena Jagadeesan
Other classes by Mihaela Curmei
Course Catalog Description
Classification regression, clustering, dimensionality, reduction, and density estimation. Mixture models, hierarchical models, factorial models, hidden Markov, and state space models, Markov properties, and recursive algorithms for general probabilistic inference nonparametric methods including decision trees, kernal methods, neural networks, and wavelets. Ensemble methods.
Rules & Requirements
Repeat Rules
Course is not repeatable for credit.
Reserved Seats
Current Enrollment
No Reserved Seats
Textbooks & Materials
See class syllabus or https://calstudentstore.berkeley.edu/textbooks for the most current information.
Guide to Open, Free, & Affordable Course Materials
Associated Sections
None