Linear Algebra

Textbook Definition

Linear algebra is the branch of mathematics concerning linear equations such as. linear functions such as. and their representations in vector spaces and through matrices. Linear algebra is central to almost all areas of mathematics.

This subject is very important if one wants to pursue a field in Data Science

Course Content

  • Complex numbers
  • Vectors
  • Vector spaces
  • Linear Systems and Matrices
  • Vector Spaces Associated to Matrices
  • Invertibility
  • Orthagonality
  • Determinants
  • Eigenvalues and Eigenvectors
  • Diagonalizibility
  • Linear Transformations