Introduction to machine learning

Material

• Lecture notes (September 16 2025)

Practicals

• Functions for practical sessions

• Practical 1

• Practical 2, the SVM GUI and the polynomial kernel in action

• Practical 3

• Practical 4 (supplementary)

• Practical 5 (supplementary)

• Practical 6 (supplementary)

• Practical 7 (supplementary)

Exam

1. Exam without documents (Thursday, November 6): 16 points.

2. Data challenge: 4 points.

Instructions for the data challenge

TBA