Schedule
This schedule should be considered tentative, at least until it actually takes place! Consult the course staff in advance if needed.
Spring 2023
Final Project pdf
| Date | Lecture Title | Lecture Slides | Demos | Assignment |
|---|---|---|---|---|
| 02/15/23 | Lecture 1: Intro |
SLIDES
|
Demo |
A1 |
| 02/22/23 | Lecture 2: Data Manipulation |
SLIDES
|
Demo |
A2 A2 (data) |
| 03/01/23 | Lecture 3: Data Visualization |
SLIDES
|
Demo |
A3 A3 (data) |
| 03/08/23 | Lecture 4: Fundamentals of Machine Learning Pt. I |
SLIDES
|
Demo |
A4 A4 (data) |
| Workshop: Web Scraping | - | - | - | |
| 03/15/23 | Lecture 5: Fundamentals of Machine Learning Pt. II |
SLIDES
|
Demo |
A5 A5 (data 1) A5 (data 2) |
| 03/22/23 | Lecture 6: Introduction to Classifiers |
SLIDES
|
Demo |
A6 A6 (data) |
| 03/29/23 | Lecture 7: Supervised Learning Pt. I | - | - | - |
| 04/12/23 | Lecture 8: Supervised Learning Pt. II | - | - | - |
| 04/19/23 | Lecture 9: Unsupervised Learning | - | - | - |
| 04/26/23 | Lecture 10: Data Science and ML in the World | - | - | - |
| 04/26/23 | Final Project Due | - | - | - |