Notebooks & Cloud Labs
Free places to run code and experiments: Colab, Kaggle, Jupyter and Codespaces.
Beginner
Start here. No background needed beyond school maths.
Binder
Turn a GitHub repository of notebooks into a live environment that anyone can open in a browser.
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GitHub Codespaces Documentation
A full development environment in the cloud that opens from your repository in a click.
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Google Colab
Run Python notebooks in the browser with free GPUs for learning, no setup required.
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Hugging Face Spaces
Host a small AI demo for free with Gradio or Streamlit and share it as a link.
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Jupyter Documentation
How to use Jupyter notebooks and JupyterLab, from the first cell to sharing your work.
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Kaggle Notebooks
Free cloud notebooks with datasets and GPUs, plus a public gallery of other people's work to learn from.
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