Teaching

UFUG2103 Linear Algebra

Instructor: Zhenyi Yuan

Linear algebra provides a mathematical foundation for engineering, science, data analysis, optimization, control, and machine learning. This course introduces its central concepts and develops both computational skills and geometric intuition.

Course Topics

  • Systems of linear equations and matrix operations
  • Vector spaces, linear independence, bases, and dimension
  • Linear transformations and matrix representations
  • Eigenvalues, eigenvectors, and diagonalization
  • Inner products, orthogonality, and least-squares problems
  • Selected applications of linear algebra

Course Materials

Course announcements, lecture notes, assignments, and other materials will be posted here as they become available.