2 Linear Regression
- Start: Monday, February 1
- End: Friday, February 5
2.1 Summary
This we will begin discussing the regression task. To do so, we will introduce our first method, linear regression, which you have likely used before. However, now, we will focus exclusively on using that model to make predictions!
- Keywords: Regression, Linear Regression, Prediction, Conditional Mean, RMSE, Test-Train Split
2.3 Reading
Link | Source |
---|---|
Linear Regression | Basics of Statistical Learning |
2.4 Video
Title | Link | Mirror |
---|---|---|
2.1 - Welcome to Week 02 | 2.1 - YouTube | 2.1 - ClassTranscribe |
2.2 - Linear Regression | 2.2 - YouTube | 2.2 - ClassTranscribe |
2.3 - Linear Regression in R | 2.3 - YouTube | 2.3 - ClassTranscribe |
2.6 Office Hours
Staff and Link | Day | Time |
---|---|---|
Zoom with David | Monday | 8:00 PM - 9:00 PM |
Zoom with Tianyi | Monday | 9:00 PM - 10:00 PM |
Zoom with David | Thursday | 8:00 PM - 9:00 PM |
Zoom with Tianyi | Thursday | 9:00 PM - 10:00 PM |
Piazza | Any! | Any! |