Registration
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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!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 Post-lecture: checkpoint Optional Resources: [Mohan] Python Review [ESL] Section 1, 2.3.1 | |||
| Released R1 Due 9:00 pm Learning Reflection 1 | ||||
| Wed 06/23 | LEC 02 Assessing Performance; Bias + Variance Tradeoff Pre-lecture: materials resources: demo Post-lecture: checkpoint Optional Resources: [ESL] Section 2.3.1, 7.1-7.4 | |||
| Released HW1 Due 9:00 pm House Prices | ||||
| Thu 06/24 | SEC 01 Course Infrastructure; Pandas resources: materials | |||
| Week 2 - Assessing Performance | ||||
| Mon 06/28 | LEC 03 Regularization: Ridge Post-lecture: checkpoint Optional Resources: [ESL] Section 3.1-3.2, 3.4.1 [ESL] Section 7.1-7.4 | |||
| Released R2 Due 9:00 pm Learning Reflection 2 | ||||
| Wed 06/30 | LEC 04 Regularization: LASSO, Feature selection Post-lecture: checkpoint Optional Resources: [ESL] Section 2.9, 5.5.2, 7.2 [ESL] Section 3.4.2, 7.10 | |||
| Released HW2 Due 9:00 pm Ridge and LASSO | ||||
| Thu 07/01 | SEC 02 Ridge and LASSO; Code resources: materials | |||