Week 4: Supervised Learning - Regression

Supervised Learning, Linear Regression, Gradient Descent, and Exercise 2 distribution

Lecture

Lecture slides, week 4

With the TA

Discussion of the previous exercises; Finger exercises (with TA)

Demos & notebooks

Stock Market Prediction (if time permits)

Introduction to Pandas (quick tour; self-study)

Multiple Demo Files

References

Finger ExercisesDiscussion of the previous exercises; Finger exercises (with TA)

Problem set

Problem set 2 — notebook2026 edition: statement and scaffolds in one notebook, with self-checks. Read it here; work on it in your workspace.

problem_set_2.zipThe notebook with its data, for working on your own machine.

Problem set 2 — solution, published Monday 12 OctoberOne week after the set, so you can try it first.