Concept
Tom Friedman (artist)
Related lectures (35)
Information Theory: Source Coding & Channel Coding
Covers the fundamentals of information theory, focusing on source coding and channel coding.
Finite Element Method: Basics and Applications
Covers the basics of the Finite Element Method for solid and structural modeling.
Controllability and Observability
Covers controllability and observability in linear systems, discussing necessary conditions and implications of unimodular matrices.
Sylvester's Theorem: Orthogonal Bases
Explores Sylvester's Theorem and the importance of orthogonal bases in linear algebra.
Numerical Integration
Covers the importance of reducing integration order for more efficient calculations.
System Equivalence
Explores system equivalence, state-space representation, transfer functions, and Euclidean rings, emphasizing unimodular matrices and their properties.
Arithmetic Functions: Multiplicative Functions and Dirichlet Convolution
Covers multiplicative functions, Dirichlet convolution, and the Mobius function in arithmetic functions.
Information Theory and Coding
Covers source coding, Kraft's inequality, mutual information, Huffman procedure, and properties of tropical sequences.
Transference Bounds
Explores transference bounds, ellipsoids, and determining the shortest vector.
Voristicand Characterization of KL Divergences
Explores exploration bias and generalization bound in KL divergences, emphasizing mathematical proofs and implications.