Matrix Calculus

Related lectures (29)

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Covers the properties and operations of vector spaces, including addition and scalar multiplication.

Covers the basic operations on matrices, including addition, scalar multiplication, and matrix multiplication.

Explores characteristic polynomials, similarity of matrices, and eigenvalues in linear transformations.

Covers matrices, linear applications, vector spaces, and bijective functions.

Covers fundamental concepts in linear algebra, including linear equations, matrix operations, determinants, and vector spaces.

Covers elementary matrices and their operations in matrix algebra, highlighting their importance in linear algebra.

Covers calculations and algorithms for determining the determinant of a matrix, including permuting rows and multiplying by coefficients.

Explores the properties of invertible matrices, including unique solutions and linear independence.

Explores matrix multiplication, inverses, transposition, and determinants in linear algebra.

Explores matrices, inverses, and their applications in linear algebra, emphasizing composition and transformation properties.