Recommended books on FEM

Finite Elements: Theory, Fast Solvers, and Applications in Solid Mechanics
by Dietrich Braess

Numerical Models for Differential Problems: Pde (MS&A)
by Alfio Quarteroni

These are however a bit more mathematical than the course.