Linear Algebra & Introduction to Machine Learning

Finding the solutions of linear systems of equations by different methods, the concepts of matrices, vector spaces, inner product spaces, linear transformation, and orthogonality, the matrix function, the diagonalization process, eigenvalue problem, and modelling of different engineering applications related to machine learning.