This is an open-source book about scientific visualization using Python and Matplotlib. The book is divided into four parts: the first part covers the basic principles of the Matplotlib library, the second part is dedicated to practical development, the third part deals with more advanced concepts such as 3D graphics, optimization, and animation, and the fourth part showcases a collection of demonstrations.