Measurement
Paul Lockhart
Information Geometry and Its Applications
Shun-Ichi Amari
Pattern Recognition and Machine Learning
Christopher M. Bishop
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Matrix Calculus (for Machine Learning and Beyond)
Alan Edelman, Steven G. Johnson