Schedule
This schedule should be considered tentative, at least until it actually takes place! Consult the course staff in advance if needed.
Fall 2025
| Date | Lecture Title | Lecture Slides | Demos | Assignments |
|---|---|---|---|---|
| 09/17/25 | Lecture 1: Intro |
Slides
|
Demo |
A1 A1 (solution) |
| 09/24/25 | Lecture 2: Data Manipulation |
Slides
|
Demo Demo (filled) |
A2 A2 (data) A2 (solution) |
| 10/01/25 | Lecture 3: Data Visualization |
Slides
|
Demo Demo (filled) |
A3 A3 (data) A3 (solution) |
| 10/08/25 | Lecture 4: Elements of Machine Learning Pt. I |
Slides
|
Demo Demo (filled) |
A4 A4 (data) A4 (solution) |
| 10/13/25 | Web Scraping Workshop |
Slides
|
Demo |
- |
| 10/15/25 | Lecture 5: Elements of Machine Learning Pt. II |
Slides
|
Demo Demo (filled) |
A5 A5 (data 1) A5 (data 2) |
| 10/22/25 | Lecture 6: Introduction to Classifiers |
Slides
|
Demo Demo (filled) |
A6 A6 (data) |
| 10/29/25 | Lecture 7: Supervised Learning Pt. I |
Slides
|
Demo |
A7 A7 (data) |
| 11/05/25 | Lecture 8: Supervised Learning Pt. II | - | - | - |
| 11/12/25 | Lecture 9: Unsupervised Learning | - | - | - |
| 11/19/25 | Lecture 10: Data Science and ML in the World | - | - | - |
| TBD | Deep Learning Workshop | - | - | - |
| 12/03/25 | Final Project Due | - | - | - |