Algorithms for Convex Optimization
Nisheeth K. Vishnoi
Non-Convex Optimization for Machine Learning
Prateek Jain & Purushottam Kar
Machine Learning, Second Edition: A Probabilistic Perspective
Kevin P. Murphy
Bayesian Data Analysis
Andrew Gelman
Digital Minimalism: Choosing a Focused Life in a Noisy World
Cal Newport