Lab · Lecture 1
Python
Time TBD
Workshop instructorSoheil Sayahvarg
Hands-on workshop paired with “Course Introduction”.
Builds on Course Introduction
Watch
Recording not published yetPractice
Notebooks / slides TBDWorkshops
TA-led studio labs with recordings and practice materials.
Studio labs, not lecture notes
Workshops are TA-led practice sessions. Jump by tool from the lab menu, then watch the recording and open notebooks or slides when they are published.
- 01Watch
Open the workshop recording when the TA posts it.
- 02Practice
Work through notebooks, slides, or starter files.
- 03Ask
Reach the listed TA on Staff when you get stuck.
Lab · Lecture 2
NumPy and Pandas
Time TBD
Workshop instructorMohammad Ali NaderiHands-on workshop paired with “Course Introduction”.
Builds on Course Introduction
Watch
Recording not published yetPractice
Notebooks / slides TBDLab · Lecture 3
Matplotlib and Seaborn
Time TBD
Workshop instructorTA TBDHands-on workshop paired with “Data Models”.
Builds on Data Models
Watch
Recording not published yetPractice
Notebooks / slides TBDLab · Lecture 4
SQL
Time TBD
Workshop instructorShahab HosseiniHands-on workshop paired with “Databases”.
Builds on Databases
Watch
Recording not published yetPractice
Notebooks / slides TBDLab · Lecture 4
Docker
Time TBD
Workshop instructorShahab HosseiniHands-on workshop paired with “Databases”.
Builds on Databases
Watch
Recording not published yetPractice
Notebooks / slides TBDLab · Lecture 6
Web Scraping
Time TBD
Workshop instructorTA TBDHands-on workshop paired with “ML Dataflow – Part 1: Data Processing”.
Builds on ML Dataflow – Part 1: Data Processing
Watch
Recording not published yetPractice
Notebooks / slides TBDLab · Lecture 9
Scikit-learn
Time TBD
Workshop instructorMohammad Mahdi RoshaniHands-on workshop paired with “Regression”.
Builds on Regression
Watch
Recording not published yetPractice
Notebooks / slides TBDLab · Lecture 12
NetworkX and Plotly
Time TBD
Workshop instructorPooya GholamiHands-on workshop paired with “Causality”.
Builds on Causality
Watch
Recording not published yetPractice
Notebooks / slides TBDLab · Lecture 14
PyTorch and TensorFlow
Time TBD
Workshop instructorParham FaizolahiHands-on workshop paired with “Introduction to Deep Learning: Neural Networks”.
Builds on Introduction to Deep Learning: Neural Networks
Watch
Recording not published yetPractice
Notebooks / slides TBDStudio lab
Project Workshop
Time TBD
Workshop instructorKiarash RashidiHands-on project studio for milestones, implementation help, and team check-ins.
Watch
Recording not published yetPractice
Notebooks / slides TBD
Looking for theory instead?
Lecture topics and slides live on Lectures. Calendar placement is on Schedule. Tool documentation is under Resources.