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Analytical Geometry \& Linear Algebra -- II

  • Course name: Analytical Geometry \& Linear Algebra -- II
  • Course number: XYZ

Course Characteristics

Key concepts of the class

  • fundamental principles of linear algebra,
  • concepts of linear algebra objects and their representation in vector-matrix form

What is the purpose of this course?

Course objectives based on Bloom’s taxonomy

- What should a student remember at the end of the course?

By the end of the course, the students should be able to

  • List basic notions of linear algebra
  • Understand key principles involved in solution of linear equation systems and the properties of matrices
  • Linear regression analysis
  • Fast Fourier Transform
  • How to find eigenvalues and eigenvectors for matrix diagonalization and single value decomposition

- What should a student be able to understand at the end of the course?

By the end of the course, the students should be able to

  • Key principles involved in solution of linear equation systems and the properties of matrices
  • Become familiar with the four fundamental subspaces
  • Linear regression analysis
  • Fast Fourier Transform
  • How to find eigenvalues and eigenvectors for matrix diagonalization and single value decomposition

- What should a student be able to apply at the end of the course?

By the end of the course, the students should be able to

  • Linear equation system solving by using the vector-matrix approach
  • Make linear regression analysis
  • Fast Fourier Transform
  • To find eigenvalues and eigenvectors for matrix diagonalization and single value decomposition