CS190N: Machine Learning for Networking
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: