Schedule
Schedule guidance
Topics may shift with the class’s pace and interests. There is no class meeting on October 28. Final presentations include peer critique, and the final paper is planned for the end of presentation week or the beginning of the following week so students can incorporate feedback. Review the materials before each meeting.
| Date | # | Topics | Mode | Slides | Materials | Code/Tutorial | Data | Assignments |
|---|---|---|---|---|---|---|---|---|
| 08/19 | 01 | Introduction | In-Person | |||||
| 08/26 | 02 | Classification Problems | In-Person | |||||
| 09/02 | 03 | Logistic Function | In-Person | |||||
| 09/09 | 04 | Ordinal Logistic Regression | In-Person | |||||
| 09/16 | 05 | Workshop 1 & Multinomial Logit | In-Person | Workshop 1 | ||||
| 09/23 | 06 | Regression Problems through the ML Lens | In-Person | |||||
| 09/30 | 07 | Resampling | In-Person | Problem Set 1 | ||||
| 10/07 | 08 | Trees, Forest, & Boosting | In-Person | |||||
| 10/14 | 09 | Natural Language Processing | In-Person | |||||
| 10/21 | Spring Break | NA | Problem Set 2 | |||||
| 10/28 | No Class Meeting | NA | Data & Methods | |||||
| 11/04 | 10 | Workshop 2: Data & Methods | Remote | Workshop 2 | ||||
| 11/11 | 11 | Factor Analysis and PCA | In-Person | |||||
| 11/18 | 12 | Structural Equation Modeling | In-Person | |||||
| 11/25 | Thanksgiving | NA | ||||||
| 12/02 | Reading Day | NA | Final Paper | |||||
| 12/09 | Workshop 3: Final Presentations | Remote |
Session delivery methods
Use the Mode column to see how each meeting will be held.
- In-Person
- Meet on campus. A Zoom option is not available.
- Remote
- Join a live, synchronous class meeting on Zoom.
- Online
- Complete the session asynchronously using recorded course materials; there is no campus or Zoom meeting.