Deisenroth, Faisal, Ong (**Free PDF)**
Ch.2 - Vectors, Matrices, Vector Spaces
Ch.3 - Analytic Geometry
Ch.4 - Matrix Decompositions
Ch.5 - Vector Calculus
Ch.6 - Probability & Distributions