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Related lectures (28)
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Mapping Functions and Surjections
Explores mapping functions, surjections, injective and surjective functions, and bijective functions.
Singular Value Decomposition, Pseudoinverse
Covers Singular Value Decomposition and Pseudoinverse, explaining their applications in data compression and linear systems.
Cramer's Rule and Matrix Inverse
Explores Cramer's Rule for solving linear equations and calculating matrix inverses.
Commutative Groups: Foundations for Cryptography
Covers commutative groups and their significance in cryptography.
Modular Arithmetic: Foundations and Applications
Introduces modular arithmetic, its properties, and applications in cryptography and coding theory.
End of the M-step derivation
Covers the derivation of the M-step for mu_k and Sigma_k, focusing on key quantities and matrices.
Quotients of Groups by Relations of Equivalence
Explores quotients of groups by equivalence relations and the conditions for well-defined sets.
Category Theory: Introduction
Covers the basics of categories and functors, exploring properties, composition, and uniqueness in category theory.
Elementary Matrices and Inverses
Covers elementary matrices, their properties, and the algorithm to find the inverse of a matrix.