This is an introductory course on linear algebra and the theory of systems of linear equations with a strong emphasis on its computational aspect as well as their real-world applications. The primary focus will be on the theory and applications of matrices algebra and various matrix decomposition methods. Secondary focus will revolve around the idea of matrices as linear transformations and the concept of vector spaces. This will be a project-based course that emphasize on hands-on experiences.