Schedule
Schedule guidance
Topics may shift with the class’s pace and interests. There are no class meetings on October 14 or 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 | Machine Learning for Classification | In-Person | |||||
| 09/02 | 03 | Logistic Function | In-Person | |||||
| 09/09 | 04 | Ordinal Logistic Regression | In-Person | |||||
| 09/16 | 05 | Workshop 1: Proposal/Pitch | In-Person | Workshop 1 | ||||
| 09/23 | 06 | Multinomial and Count Models | In-Person | |||||
| 09/30 | 07 | Text Classification I: Encoder Models | In-Person | Problem Set 1 | ||||
| 10/07 | 08 | Text Classification II: Zero-Shot and Few-Shot Models | In-Person | |||||
| 10/14 | No Class Meeting | NA | ||||||
| 10/21 | Spring Break | NA | Problem Set 2 | |||||
| 10/28 | No Class Meeting | NA | Data & Methods | |||||
| 11/04 | 10 | Workshop 2: Data & Methods | TBD | Workshop 2 | ||||
| 11/11 | 11 | Machine Learning for Regression | In-Person | |||||
| 11/18 | 12 | Factor Analysis and 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.