About the Book: This book is an expanded set of upper-level linear algebra lecture notes, covering vector spaces, linear transformations, matrices, determinants, bilinear forms, and infinite-dimensional spaces. It emphasizes understanding from a mature perspective, with numerous examples, exercises, and author-developed proofs and techniques to clarify concepts and computations.