Measurement
Paul Lockhart
Matrix Calculus (for Machine Learning and Beyond)
Alan Edelman, Steven G. Johnson
Matrix Computations
Gene Howard Golub & Charles F. van Loan
Learning Theory From First Principles
Francis Bach
Calculus
Gilbert Strang