← Back to home

Labs

Eight hands-on labs — one per lecture. Each lab bundles a recap deck with practice notebooks you run in Colab.

Python Basics

1

Setup & First Steps

Notebooks, Colab, variables recap and the terminal.

Open lab →
2

Lists, Strings & Maps

Lecture 2 recap notebooks, then local Python with uv.

Open lab →
3

Loops, Logic & VS Code

Iteration and decisions, then your first code editor.

Open lab →
4

Functions, Errors & Files

Reusable tools & robust code, then a folder of genes and a look at drift.

Open lab →

Python & Data

5

Arrays, numpy & Projects

One neuron in one dimension, then two — and your first real Python project.

Open lab →
6

Explorative Data Analysis

Plotting and exploring biological data.

Coming soon
7

End-to-End Data Mining

From raw table to a tidy result and figure.

Coming soon
8

LLMs & Agentic AI

Calling LLMs from Python; simple agentic patterns.

Coming soon