MAT 281E - Linear Algebra and Applications

Course Objectives

To Teach solution methods of linear equation systems
To provide the ability to use vector space and subspace concepts in practice
To provide students with the ability to use linear algebra knowledge in solving engineering problems
To make a strong foundatıon for Machıne Learnıng

Course Description

Matrices and Linear Equation Systems,
Vector Spaces, Subspace, Linear Independence, Base and Dimension
Determinants, Exchange of Bases, Row Space and Column Space, Orthogonality, Orthogonal Subspace, Orthonormal Basis
Eigenvalues and Eigenvectors, Diagonalization
Sıngular Value Decomposıtıonö Prıncıpal component analysıs
Introductıon to Machıne Learnıng