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Eigenvalues and eigenvectors, diagonalization, and the Cayley-Hamilton theorem. Key Educational Features Procedural Learning

Supplement the text by using online tools like 3Blue1Brown’s "Essence of Linear Algebra" videos to visualize what the matrices are actually doing to space.

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Theoretical frameworks and applications.

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Detailed exploration of definitions, Sarrus diagrams, minors, cofactors, and Laplace's expansion.

Mapping between vector spaces and finding the matrix representation of a transformation.

Matrix representation of linear maps.

Linear algebra is a "doing" subject. Work through the problems at the end of each chapter without looking at the solutions first.

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Linear transformations, kernel and image properties, and matrix representations. Advanced Topics

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Basic operations, types of matrices, and the properties of determinants.

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