This course aims to introduce the concepts of linear algebra from an application perspective. What are the common issues in vector and matrix related mathematics will be discussed in this course. After completing this course, the students should be able to identify specific linear algebra tools for specific problems. The major application areas that will be focused are: i) vector and matrix in geometric transformation i.e. 2D, 3D, ND space, ii) concepts of Eigen-vectors for reducing dimensions, iii) linear programming.