Mathematics
Linear Algebra
Vectors, matrices, and the geometry of linear spaces.
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Course overview
Course outline
Follow the modules in order for a guided path, or open any lesson directly. Each module groups a connected set of concepts.
Modules
1 modules · 12 lessons-
01Overview
12 lessons- Basis and Dimension
- Canonical Forms
- Eigenvalues and Eigenvectors
- Inner Product Spaces
- Linear Independence and Span
- Matrices and Linear Systems
- Representation Theory
- Subspaces and Quotients
- Singular Value Decomposition (SVD)
- Tensors and Multilinear Algebra
- Linear Transformations and Matrices
- Vector Spaces and Axioms