With the inclusion of applications of singular value decomposition (SVD) and principal component analysis (PCA) to image compression and data analysis, this textbook provides a strong foundation of linear algebra needed for a higher study in signal processing. It covers the use of MATLAB in the study of linear algebra for a variety of computational purposes and programmes.