Matrix Calculus (for Machine Learning and Beyond)
Alan Edelman, Steven G. Johnson
Probabilistic Graphical Models: Principles and Techniques
Daphne Koller & Nir Friedman
Pattern Recognition and Machine Learning
Christopher M. Bishop
Filtering and System Identification: A Least Squares Approach
Michel Verhaegen & Vincent Verdult
Digital Minimalism: Choosing a Focused Life in a Noisy World
Cal Newport