Practice Workspace
Programming Labs
Explore an idea, test chapter code, and inspect the result without leaving the academy. Scientific Python, Java, TypeScript, and SQL drafts are saved in this browser as you work.
Execution is isolated, networkless, time-limited, and available with an active Course Pass or Academy Pass.
8-second execution limit Network disabledPython 3 + Scientific MLSingle-file workspace
Available libraries
- Python standard library
- NumPy 2.4
- pandas 3.0
- SciPy 1.17
- scikit-learn 1.5
- Pydantic 2.12
Scientific packages are pinned when the runner image is built. Runtime installation is disabled.
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