Books - BKJackson/BKJackson_Wiki GitHub Wiki

Python

A Primer on Scientific Programming with Python - Hans Petter Langtangen, 2014
Numerical Methods in Engineering with Python 3 - Look for Cambridge PDF
Modeling and Simulation in Python - Allen Downey, ModSimPy github, text and supporting code
Python for Computational Science and Engineering - Hans Fangohr, 2003-2020
PyDy: Multibody Dynamics with Python - homepage

Signal Processing

Think DSP: Digital Signal Processing in Python - Downey book and github
Scientist and Engineer's Guide to Digital Signal Processing - Steven W. Smith, 1999
Discrete-Time Signal Processing - Oppenheim et al., 1998
Signal Processing for Communications - Prandoni and Vetterli, 2008

Basins

Fundamentals of Basin and Petroleum Systems Modeling - Hantschel and Kauerauf, 2009

Machine Learning

Reinforcement Learning: An Introduction - Sutton and Barto, 2017 draft
Gaussian Processes for Machine Learning - Rasmussen and Williams, 2006
Convex Optimization - Boyd and Vandenberghe
Pattern Recognition and Machine Learning - C. Bishop, pdf
Fundamentals of Control Theory - get pdf