NumPy Cheat Sheet for Data Scientists

Here’s a NumPy cheat sheet that depicts the 40 most commonly used methods from NumPy:

In our experience, you will use these methods 95% of the time working with NumPy.

Whenever you are trying to learn a new library, mastering/practicing each and every method is not necessary.

Instead, put Pareto’s principle to work—20% of your inputs contribute towards generating 80% of your outputs.

👉 Over to you: Have I missed any commonly used methods?

Thanks for reading!