This repository contains the assignments and discussion sections for CS190N: Machine Learning for Networking Fall 2023.
| Week | Date | Topic |
|---|---|---|
| 1 | Oct 2 / Oct 4 | Intro |
| 2 | Oct 9 / Oct 11 | Network Data |
| 3 | Oct 16 / Oct 18 | netUnicorn (part 1) |
| 4 | Oct 23 / Oct 25 | netUnicorn (part 2) |
| 5 | Oct 30 / Nov 1 | Data Pre-Processing |
| 6 | Nov 6 / Nov 8 | Model Training |
| 7 | Nov 13 / Nov 15 | Model Analysis |
| 8 | Nov 20 / Nov 22 | Model Analysis |
| 9 | Nov 27 / Nov 29 | Closed-loop ML Pipelines |
| Week | Date | Topic |
|---|---|---|
| 1 | October 6th | None |
| 2 | October 13th | Understanding Network Data |
| 3 | October 20th | Exploratory Network Data Analysis |
| 4 | October 27th | netUnicorn (part 1) |
| 5 | November 3rd | netUnicorn (part 2) |
| 6 | November 10th | Veteran's Day (No Class) |
| 7 | November 17th | Data Pre-Processing |
| 8 | November 24th | Thanksgiving (No Class) |
| 9 | December 1st | Closed-loop Pipelines |
| Assignment | Released | Due Date |
|---|---|---|
| 0 | October 9th | None |
| 1 | October 16th | October 27th |
| 2 | November 6th | November 15th |
| 3 | November 20th | TBD |
The repository has the following organization:
- assignments/ - homework assignments
- discussions/ - notebooks from discussion sections