Labs

Stat 154/254: Statistical Machine Learning

Lab 1

Lab 1 Exercise - Linear Regression Basics

Lab 2

Lab 2 Presentation - Data Visualization for Linear Modeling

Lab 2 Exercise - Linear Regression Competition

Lab 3

(continuing Lab 2 Exercise)

Lab 4

Lab 4 Presentation - First Competition Round-up

(no exercise)

Lab 5

Lab 5 Presentation - Cross Validation

Lab 5 Exercise - Cross Validation

Lab 6

Lab 6 Exercise - Cross Validation Competition

Lab 7

Lab 7 Presentation - Second Competition Round-up

Lab 8

Lab 8 Exercise - Classification Competition

Lab 9

Competition continued.

Lab 10

Lab 10 Presentation - Third Competition Round-Up

Lab 11

Lab 11 Exercise - Bagging and Boosting Competition

Lab 12

Compeition continued.

Lab 13

Lab 13 Presentation - Fourth Competition Round-Up