Machine Learning

Title	Author	Rating
Deep Learning	I. Goodfellow, Y. Bengio, and A. Courville	★★★★☆
Reinforcement Learning: An Introduction	R. S. Sutton and A. G. Barto	★★★★★
Machine Learning: a Probabilistic Perspective	K. Murphy	★★★★★

Mathematics

Title	Author	Rating
Lévy Processes and Stochastic Calculus	D. Applebaum	★★★★☆
Brownian Motion and Stochastic Calculus	I. Karatzas and S. E. Shreve	★★★★☆
Introduction to Stochastic Calculus Applied to Finance	D. Lamberton and B. Lapeyre	★★★☆☆
Stochastic Differential Equations: An Introduction with Applications	B. Øksendal	★★★☆☆
A Course in Probability Theory	K. L. Chung	★★★★☆

Title	Author	Rating
Soft Skills: The software developer's life manual	John Sonmez	★★★★★
Zero to One	P. Thiel	★★★☆☆