Lab 01 · Homework 01

Meet a deep-learning notebook.

Get comfortable in Google Colab, train a cat/dog classifier, inspect what it predicts, and connect the experiment to the first chapter of the fast.ai textbook.

Choose one assignment route. The guided 2026 route and the original-notebook route have the same learning goals. Submit only the route you completed.
Recommended route

Homework 1 · Guided notebook

A calmer introduction with supplied validation images, simplified setup, and the most expensive examples switched off by default.

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Alternate route

Homework 1 · Original notebook

The earlier assignment using the original fast.ai Chapter 1 notebook. Choose this if you want more setup and troubleshooting.

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Reference after submission

One possible worked example

A fictional Core-route response showing the expected level of observation and explanation. It is not an answer key or a template.

View the example →