lectures.scientific-python.org
A document for learning numerics, science and data with Python, consisting of tutorials on the scientific Python ecosystem. Chapters correspond to one- to two-hour courses with increasing expertise, from beginner to expert, covering topics such as NumPy, Matplotlib, SciPy, statistics, scikit-image and scikit-learn.