This book, fully updated for Python version 3.6+, covers the key ideas that link probability, statistics, and machine learning illustrated using Python modules in these areas. All the figures and numerical results are reproducible using...

This book covers the fundamental concepts in signal processing illustrated with Python code and made available via IPython Notebooks, which are live, interactive, browser-based documents that allow one to change parameters, redraw plots,...

This textbook grew out of notes for the ECE143 Programming for Data Analysis class that the author has been teaching at University of California, San Diego, which is a requirement for both graduate and undergraduate degrees in Machine...

"Python for Probability, Statistics, and Machine Learning" von José Unpingco ist ein umfassendes Lehrbuch, das sich auf die Anwendung der Programmiersprache Python zur Lösung von Problemen in den Bereichen Wahrscheinlichkeit, Statistik...