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: