TA Tutorials and Lectures

Schedule and topics based on shared slides.

Tutorial/practicals Week Topics
Theory tutorial 1 Week 2 Probability, Linear Algebra
Practical tutorial 1 Week 3 Python basics + Scikit‑learn I + GitHub
Theory tutorial 2 Week 5 Optimization
Practical tutorial 2 Week 6/7 Scikit‑learn II / Feature Engineering + Deep Learning using PyTorch I
Practical tutorial 3 Week 10/11 Deep Learning using PyTorch II + Statistical tests