Mathematics

Linear Algebra Mastery

Vectors, Matrices, Transformations & Eigenvalues

8 hours 24 lessons 72+ problems 2 free lessons

"Understanding beats memorization. This course builds your intuition."

Linear Algebra Mastery
$39.00

This course includes:

  • 24 interactive lessons
  • 72+ practice problems with solutions
  • 6 module checkpoint quizzes
  • Formula reference sheet included
  • Lifetime access

What You'll Learn

Solve systems of linear equations using Gaussian elimination and matrix methods
Perform matrix operations including multiplication, inversion, and decomposition
Compute determinants and apply Cramer's Rule
Understand vector spaces, subspaces, basis, dimension, rank, and nullity
Find eigenvalues and eigenvectors and apply diagonalization
Apply linear algebra to transformations, least squares, and differential equations

Course Content

6 modules 24 lessons 8 hours total
Systems of Linear Equations
4 lessons • 1 hr
Introduction to Linear Systems Free 12 min
Gaussian Elimination Free 12 min
Row Echelon & Reduced Row Echelon Form 12 min
Solution Sets & Parametric Form 12 min
Matrix Operations
4 lessons • 1 hr
Matrix Arithmetic 12 min
Matrix Multiplication 12 min
Inverse Matrices 12 min
LU Decomposition 12 min
Determinants
4 lessons • 1 hr
Determinant Definition & Properties 12 min
Cofactor Expansion 12 min
Cramer's Rule 12 min
Applications of Determinants 12 min
Vector Spaces
5 lessons • 1 hr 15 min
Vectors in Rn 12 min
Subspaces 12 min
Linear Independence 12 min
Basis & Dimension 12 min
Rank & Nullity 12 min
Eigenvalues & Eigenvectors
4 lessons • 1 hr
Introduction to Eigenvalues 12 min
Finding Eigenvalues & Eigenvectors 12 min
Diagonalization 12 min
Applications: Differential Equations 12 min
Applications
3 lessons • 45 min
Linear Transformations 12 min
Orthogonality & Least Squares 12 min
Review & Problem Solving 12 min

Requirements

  • College algebra and basic trigonometry
  • Some exposure to functions and graphing helpful

Who This Is For

  • Engineering students
  • Self-learners
  • Exam preparation

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.