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Related lectures (29)
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Properties of Operations: Equivalence Relations and Logic Basics
Explores properties of operations, equivalence relations, and logic basics.
Vector Spaces and Scalar Products
Covers vector spaces, scalar products, norms, and forms of polarization in standard properties.
Real Functions: Definitions and Properties
Explores real functions, covering parity, periodicity, and polynomial functions.
Symmetric Matrices: Diagonalizability and Eigenvectors
Explores the diagonalizability of symmetric matrices and their eigenvectors in an orthonormal basis.
General Conics and Motor Blocks
Explores general conics, motor blocks, and homo coordinates in matrix decomposition and coefficient calculations.
Subspace-based approximations
Explores subspaces, approximation problems, and least-squares approximation methods.
Unconstrained Optimization Theory
Explores unconstrained optimization theory, covering global and local minima, convexity, and gradient concepts.
Linear Approximations: Development Order 2
Covers linear approximations up to order 2 and the Hessian matrix.
Gaussian Corelation Inequality & Anderson's Thum
Explores Gaussian corelation inequality, Anderson's theorem, and log-concavity in probability theory.
Orthogonal Diagonalization
Explores orthogonal diagonalization of symmetric matrices using orthonormal bases and the Gram-Schmidt method.