Mathematics

Linear Algebra Mastery

Vectors, Matrices & Transformations

12 hours 28 lessons 110+ problems 2 free lessons

"Linear algebra is about patterns and structure. Once you see the patterns, everything clicks."

$4.95

This course includes:

  • 36 interactive lessons
  • 110+ practice problems with solutions
  • 6 module checkpoint quizzes
  • Linear Algebra Formula Sheet included
  • Lifetime access

What You'll Learn

Solve systems of linear equations
Perform matrix operations and find inverses
Calculate determinants
Find eigenvalues and eigenvectors
Understand vector spaces and subspaces
Apply linear transformations

Course Content

6 modules 28 lessons 12 hours total
Systems of Equations
5 lessons • 1 hr 40 min
Introduction to Linear Systems Free 15 min
Row Reduction & Echelon Form Free 20 min
RREF & Back Substitution 18 min
Solution Types 15 min
Module 1 Practice 20 min
Matrix Operations
5 lessons • 1 hr 30 min
Matrix Addition & Scalar Multiplication 12 min
Matrix Multiplication 22 min
Transpose & Special Matrices 15 min
Matrix Inverse 22 min
Module 2 Practice 18 min
Determinants
4 lessons • 1 hr 20 min
Introduction to Determinants 18 min
Cofactor Expansion 22 min
Properties of Determinants 18 min
Module 3 Practice 18 min
Vector Spaces
5 lessons • 1 hr 40 min
Vector Spaces & Subspaces 20 min
Span & Linear Independence 22 min
Basis & Dimension 20 min
Row, Column & Null Spaces 22 min
Module 4 Practice 18 min
Eigenvalues & Eigenvectors
5 lessons • 1 hr 40 min
Introduction to Eigenvalues 20 min
Finding Eigenvalues 22 min
Finding Eigenvectors 20 min
Diagonalization 22 min
Module 5 Practice 18 min
Linear Transformations
4 lessons • 1 hr 20 min
Introduction to Transformations 18 min
Matrix of a Transformation 20 min
Geometric Transformations 18 min
Module 6 Practice 18 min

Requirements

  • Basic algebra
  • Some calculus helpful but not required
  • No prior linear algebra needed

Who This Is For

  • Engineering students
  • Computer science students
  • Data science enthusiasts
  • Physics and math majors

30-Day Money-Back Guarantee

If you're not satisfied with the course for any reason, just email us within 30 days of purchase and we'll refund you in full. No questions asked.