CS109A
Syllabus
Calendar
Schedule
Materials
Projects
FAQ
Preparing for this course
a-sections
Advanced Section 1: Linear Algebra and Hypothesis Testing
(Sep. 23, 2020)
Advanced Section 2: Methods of regularization and their justifications
(Sep. 30, 2020)
Advanced Section 3: Generalized Linear Models
(Oct. 14, 2020)
Advanced Section 4: Mathematical Foundations of PCA
(Oct. 21, 2020)
Advanced Section 5: Stacking and mixture of experts
(Nov. 04, 2020)
Advanced Section 6: Deep into Solvers
(Nov. 18, 2020)