Cheat sheets

Free one-page cheat sheets for Python, NumPy, pandas, data visualisation, SQL and scikit-learn. Print them or keep them open next to your notebook.

Python Basics Cheat Sheet

Syntax, data types & control flow · 1 page PDF

Arrays, maths & broadcasting · 1 page PDF

Load · clean · reshape · analyse · 1 page PDF

Matplotlib & seaborn essentials · 1 page PDF

Query · join · aggregate · window · 1 page PDF

Machine learning workflow · 1 page PDF