Math book recs. Oh no. Impossible so here are some classics worth looking at regardless of whether you like them. Abbreviated titles and bias to older stuff.
Halmos, Finite Dimensional Vector Spaces
Knuth, Concrete Mathematics
Walter Rudin, all
Feller, Probability, all