Home
Weekly Lectures and Homework
Introduction
Linear Regression and Bias-variance Trade-off
Ridge Regression
Lasso
KNN
Kernel Methods
SVM
Discriminate Analysis
Ensemble Models
Unsupervised Learning
RKHS and Related Models
Exam
Final Project
Syllabus
Exam
Last Updated: November 4, 2024
Date
Nov 12
Formats
~30 single/multiple choices questions
Closed-book
Examples
Midterm 1 2021
[
Solution 1
]
Midterm 2 2021
[
Solution 2
]