Homework 1
Homework 1
Data manipulation, visualization, and elementary inference (aligned with the data visualization module).
Responsible TA Hossein Soleimani
Assignments
Homework, projects, deadlines, and responsible TAs.
Scan deadlines in the overview, then open a homework or project for the brief, materials, and responsible TA. Official late-work and integrity rules live on the Syllabus.
Deadlines
At a glance
9Quick scan of published coursework. Jump to a row’s detail section below for context and materials.
| Work | Type | Release | Deadline |
|---|---|---|---|
| Homework 1 | HW 1 | ||
| Project Phase 1 | Project | ||
| Homework 2 | HW 2 | ||
| Project Phase 2 | Project | ||
| Homework 3 | HW 3 | ||
| Homework 4 | HW 4 | ||
| Homework 5 | HW 5 | ||
| Homework 6 | HW 6 | ||
| Project Phase 3 | Project |
Problem sets
Homework
6Numbered problem sets aligned with lecture modules. Specs and starter materials appear here as they are published.
Homework 2
Homework 2
Web scraping, database population, probability and statistics, and regression.
Responsible TA Mohammad Ali Naderi
Homework 3
Homework 3
Classical machine learning.
Responsible TA Darya Azaddel
Homework 4
Homework 4
Causality and deep learning and transformers.
Responsible TAs Mohammad Hossein Momeni Hamaneh, Ali Rezaei
Homework 5
Homework 5
Generative and diffusion models.
Responsible TAs Mohammad Eshtehardian, Aida Aryafar
Homework 6
Homework 6
Time-series Forecasting.
Responsible TAs Amir Reza Azari, Saba Atashfaraz
Course project
Projects
3Orientation, phased milestones, and the final presentation — kept inline with homework so the full coursework path stays in one place.
Project
Project Phase 1
First project phase, aligned with ML dataflow — data processing (collection, cleaning, preprocessing, and feature preparation).
Responsible TAs Kiarash Rashidi, Iman Alizadeh Fakouri, Sahar Semsarha
Project
Project Phase 2
Second project phase, aligned with unsupervised and semi-supervised learning topics.
Responsible TAs Kiarash Rashidi, Iman Alizadeh Fakouri, Sahar Semsarha
Project
Project Phase 3
Third project phase, aligned with the ML pipeline module.
Responsible TAs Kiarash Rashidi, Iman Alizadeh Fakouri, Sahar Semsarha
Policies & help
Late work, integrity, and grading notes belong on the Syllabus. Use Schedule for calendar context, and Staff or FAQ when you need a person or a quick answer.