Linear Algebra
About Course
Complete course on linear algebra concepts including vectors, matrices, and transformations.
Course Content
Linear Algebra
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1. The Geometry of Linear Equations
39:49 -
2. Elimination with Matrices
47:41 -
3. Multiplication and Inverse Matrices
46:49 -
4. Factorization into A = LU
47:42 -
5. Vector Spaces and Subspaces
37:35 -
6. Column Space and Nullspace
37:35 -
7. Solving Ax = 0: Pivot Variables, Special Solutions
52:45 -
8. Solving Ax = b: Row Reduced Form R
49:36 -
9. Independence, Basis, and Dimension
38:28 -
Vectors | Chapter 1, Essence of linear algebra
09:52 -
Linear combinations, span, and basis vectors
10:03 -
Linear transformations and matrices
10:59 -
Matrix multiplication as composition
10:45 -
Three-dimensional linear transformations
05:54 -
09:01
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Linear combinations and span | Linear Algebra
11:43 -
Linear dependence and independence | Linear Algebra
10:51 -
Subspaces and the basis for a subspace | Linear Algebra
09:21 -
Vector dot and cross products | Linear Algebra
12:22
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