All course weeks

Week 01 · 2026/27

Welcome to machine learning

What machines learn, how the course fits together, and how to turn raw data into a careful first insight.

Open interactive slides

Materials

Everything for this week, collected in one place.

Lecture

1 resources

Interactive Interactive slides Open the full Slidev presentation.

Lab

2 resources

Worksheet Lab worksheet Complete the guided EDA practical in your browser or download the notebook. Download .ipynb

Data Bike rentals dataset Download the synthetic CSV used throughout Lab 1.