Registration

Do not email the course staff or instructor requesting an add code for the course. The course staff do not have any add-codes. Please see our registration FAQ for help with registration.

Announcements

June 20

Welcome to CSE/STAT 416!

Welcome to CSE/STAT 416! You can find all information about the course here on the course website and EdStem Discussion.

This email walks through some important points in the syllabus, namely how class sessions will be run and how office hours will work.

We’re excited to work with you all this quarter!

See the full announcement on Ed!
June 20

Welcome to EdStem!

Introduction to the EdStem message board!

See the full announcement on Ed!

All Announcements

Calendar

Info

This is a rough sketch of the quarter and things are subject to change. We can accurately predict the past, but predicting the future is hard!

Info

Recall that checkpoints are due 30 minutes before the next lecture. So for example, the checckpoint for Wednesday 6/23 is due on Monday 6/28 at 2:00 pm.

Topic Assessments Learning
Week 1 - Introduction / Regression
Mon 06/21
LEC 01 Regression
Pre-lecture: materials
lecture: zoom pdf annotated pptx
Post-lecture: checkpoint
Released
R1
Learning Reflection 1
Due 9:00 pm
Wed 06/23
LEC 02 Assessing Performance; Bias + Variance Tradeoff
Pre-lecture: materials
lecture: zoom pdf annotated pptx
resources: demo
Post-lecture: checkpoint
Optional Resources: [ESL] Section 2.3.1, 7.1-7.4
Released
HW1
House Prices
Due 9:00 pm
Thu 06/24
SEC 01 Course Infrastructure; Pandas
resources: materials
Week 2 - Assessing Performance
Mon 06/28
LEC 03 Regularization: Ridge
lecture: zoom pdf annotated pptx
Post-lecture: checkpoint
Released
R2
Learning Reflection 2
Due 9:00 pm
Wed 06/30
LEC 04 Regularization: LASSO, Feature selection
lecture: zoom pdf annotated pptx
Post-lecture: checkpoint
Released
HW2
Ridge and LASSO
Due 9:00 pm
Thu 07/01
SEC 02 Ridge and LASSO; Code
resources: materials