CE40477: Machine learning
Spring 2025, Group 2; Computer Engineering Department, Sharif University of Technology, Tehran, Tehran Province, Iran
Classes: Sundays and Tuesdays, 10:30-12:00, Amouzesh - Class 310
Syllabus Calendar
Instructors
Hamid R. Rabiee
Distinguished Professor, Computer Engineering Dept.
Office CE804, CE803, and CE802
Tel +98 21 6606 9143, +98 21 6616 6683
rabiee@sharif.edu
Teaching Assistants
Mahta Fetrat
Lead TA
Mahdi Mastani
Assistant lead TA
Asal Meskin
TA
MohammadReza Davoodi
TA
Samin Kakaei
TA
Arshia Gharooni
TA
Ali Najjar
TA
Kiarash Kiani
TA
Ali HajiSadeghian
TA
Danial Gharibi
TA
Arshia Dadras
TA
Shayan Aryana
TA
Mahdi Aghaei
TA
Mohammad Mahdi Farhadi
TA
Mohammad Aref Zarezadeh
TA
Radin Shahdaei
TA
Materials
Prerequisite
Linear Algebra Probability and Statistics
These are the prerequisites for this course. Only the first two slides of Probability and Statistics are required.
Session 1
Session 2
Prerequisite workshop
Esfand 2, 1403
Linear Algebra Probability and Statistics Workshop summary Workshop recording
Session 3
Session 4
Session 5
Session 6
Session 7
Session 8
Session 9
Session 10
Session 11
Session 12
Session 13
Session 14
Session 15
Session 16
Assignments
Regression, Bias and Variance, ML/MAP
HW1
Release Date: 1403/11/30, Submission Deadline: 1403/12/10, late submission until 1403/12/13 at 23:59
Homework 2
HW2
Release Date: 1403/12/16, Submission Deadline: 1403/12/26
Homework 3
HW3
Release Date: 1404/01/05, Submission Deadline: 1404/01/19
Homework 4
HW4
Release Date: 1404/01/24, Submission Deadline: 1404/02/07
Homework 5
HW5
Release Date: 1404/02/14, Submission Deadline: 1404/02/28
Homework 6
HW6
Release Date: 1404/03/04, Submission Deadline: 1404/03/20
News
ML TALK 2
1404-02-30
The second ML TALK session will be held on Tuesday, Ordibehesht 30th, from 12:00 to 13:00. The speaker for this session is Mr. Mahmoud Jarahi, a graduate of the London School of Economics (LSE), former CEO of Sa Iran (صا ایران) (involved in the establishment of Irancell and Snapp), deputy at the Bonyad Mostazafan (بنیاد مستضعفان), and a contributor to the founding of AloPeyk, TAPSI, and many other successful companies.
ML TALK 1
1403-12-21
The first ML TALK for the course will be held on Tuesday, Esfand 21, from 12:00 PM to 1:00 PM. Our speaker for this session will be Mr. Mehdi Akhi.
Workshop on Linear Algebra & Probability
1403-12-02
A workshop to review the essential prerequisites for Machine Learning, covering Linear Algebra and Probability & Statistics, will be held on Thursday at 9 AM via the provided link. The session will be conducted by Mahdi Aghaei.
linkMake-up Session on Wednesday
1403-12-08
A make-up session will be held on Wednesday from 1:30 to 3:00 PM.
ML-Talk Sessions on Tuesdays
ML-Talk sessions will take place on Tuesdays to be announced, from 12:00 to 1:00 PM. The specific dates will be shared later.