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Lecture
Matrix Equations: Linear Combinations and Solutions
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Linear Transformations: Matrices and Applications
Covers linear transformations using matrices, focusing on linearity, image, and kernel.
Vector Equations and Linear Combinations
Covers vector equations, linear combinations, and the span of vectors.
Linear Combinations and Basis Characterization
Explores linear combinations, basis determination, and vector space dimensionality through practical examples and exercises.
Linear Applications: Matrices and Transformations
Covers linear applications, matrices, transformations, and the principle of superposition.
Vector Spaces: Bases and Dimension
Explores bases, dimensions, and matrix ranks in vector spaces with practical examples and proofs.
Characterization of Invertible Matrices
Explores the properties of invertible matrices, including unique solutions and linear independence.
Linear Dependence and Independence
Explores linear dependence and independence of vectors, including subspaces generation and corollaries.