Python Data Science Handbook
Jake VanderPlas's full-text handbook, in Jupyter notebooks, covering NumPy, pandas, Matplotlib and scikit-learn for working with data in Python.
Installation & usage
README summary
Jake VanderPlas's full-text handbook, in Jupyter notebooks, covering NumPy, pandas, Matplotlib and scikit-learn for working with data in Python.
The complete text of Jake VanderPlas's handbook, as runnable Jupyter notebooks. IPython and Jupyter workflow. NumPy for numerical arrays. pandas for tabular data. Matplotlib for visualization. scikit-learn for machine learning. License: MIT (text: CC-BY-NC-ND)
Auto-extracted from the repository README. The authoritative steps live in the repository on GitHub.
Full README
Python Data Science Handbook
The complete text of Jake VanderPlas's handbook, as runnable Jupyter notebooks.
What's inside
- IPython and Jupyter workflow
- NumPy for numerical arrays
- pandas for tabular data
- Matplotlib for visualization
- scikit-learn for machine learning
License: MIT (text: CC-BY-NC-ND)