About the Book: This undergraduate textbook introduces linear algebra for students in data science, statistics, computer science, economics, and engineering. It rigorously develops core concepts with proofs, builds intuition, and highlights practical applications. Covering vectors and matrices across twelve chapters, it includes exercises and complete solutions throughout for comprehensive self-study and review purposes.