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Related lectures (31)
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Clustering: k-means
Explains k-means clustering, assigning data points to clusters based on proximity and minimizing squared distances within clusters.
Wavelet Design: Fourier Transform
Covers the design of wavelets using Fourier transform and procedures for selecting wavelet functions.
Matrix Operations: Linear Systems and Solutions
Explores matrix operations, linear systems, solutions, and the span of vectors in linear algebra.
Algebra: Integer Numbers and Principles
Introduces integer numbers, well-ordering, induction principles, GCD, LCM, and Bezout's theorem.
Linear Algebra: Properties and Sets
Covers the properties and sets related to linear algebra, emphasizing the importance of understanding these concepts.
Counterfactuals: SEM and D-Separation
Explores counterfactuals in SEMs and D-Separation in graphical models.
Homotopy theory of chain complexes
Explores the homotopy theory of chain complexes, focusing on defining cylinder objects and left homotopy.
Lebesgue Integration: Simple Functions
Covers the Lebesgue integration of simple functions and the approximation of nonnegative functions from below using piecewise constant functions.
The Label of Edges: Set
Explores edge labels, skills like aggregation and deduction, and the structure of contents.
Set Cover: Integrality Gap
Explores the integrality gap concept in set cover and multiplicative weights algorithms.