Schedule
This schedule should be considered tentative, at least until it actually takes place! Consult the course staff in advance if needed.
Spring 2024
| Date | Lecture Title | Lecture Slides | Demos | Assignments |
|---|---|---|---|---|
| 02/14/24 | Lecture 1: Intro |
Slides
|
Demo |
A1 |
| 02/21/24 | Lecture 2: Data Manipulation |
Slides
|
Demo Demo (filled) |
A2 A2 (data) |
| 02/28/24 | Lecture 3: Data Visualization |
Slides
|
Demo |
A3 A3 (data) |
| 03/06/24 | Lecture 4: Fundamentals of Machine Learning Pt. I |
Slides
|
Demo |
A4 A4 (data) |
| 03/13/24 | Lecture 5: Fundamentals of Machine Learning Pt. II |
Slides
|
Demo Demo (filled) |
A5 A5 (data 1) A5 (data 2) |
| 03/20/24 | Lecture 6: Introduction to Classifiers |
Slides
|
Demo Demo (filled) |
A6 A6 (data) |
| 03/27/24 | Lecture 7: Supervised Learning Pt. I |
Slides
|
Demo |
A7 A7 (data) |
| 03/27/24 | Web Scraping Workshop |
Slides
|
- | - |
| 04/10/24 | Lecture 8: Supervised Learning Pt. II |
Slides
|
Demo Demo (data) |
A8 A8 (data) |
| 04/17/24 | Lecture 9: Unsupervised Learning |
Slides
|
Demo (unfilled) Demo (filled) |
A9 A9 (data) |
| 04/24/24 | Lecture 10: Data Science and ML in the World |
Slides
|
- | - |
| 05/01/24 | Final Project Due |
Project Info PDF
|
- | - |