How to use these notebooks

1. Run on your computer

1. Install Anaconda (or Python and VS Code).
2. On a lesson page click Notebook + data (.zip) and unzip it into a folder.
3. Open the .ipynb file in Jupyter or VS Code and run the cells from top to bottom.

2. Run in your browser with Google Colab

1. Click Open in Colab on a lesson page (a free Google account is needed).
2. If the lesson lists datasets, download them and upload them with the 📁 icon in Colab's left sidebar.

Missing packages?

Install them from a terminal, e.g. pip install pandas matplotlib seaborn scikit-learn, or in a notebook cell: %pip install pandas.

Track your progress

Use Mark as complete on any lesson. Finished lessons get a ✓ on every course page (saved in this browser only).

Questions or ideas?

Leave a comment under the video on YouTube.