Independent
Free Online Course
English
15 weeks long, 10-12 hours a week
selfpaced
Overview
This course provides an introduction to linear algebra, a major area of mathematics with a lot of applications to computer science, engineering, data analysis, business etc. Several such applications will be demonstrated during the course.
Syllabus
- Systems of linear equations
- Vectors and vector equations
- Linear independence and span of vectors
- Matrices and linear transformations
- Matrix algebra
- Determinants
- Eigenvalues and eigenvectors
- Abstract vector spaces
- Inner products
- Linear regression
- Singular value decomposition
