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Related lectures (31)
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Introduction to Category Theory: Examples
Introduces the theory of categories through examples and discusses the product of categories.
Matrix Factorization: Information Extraction
Explores matrix factorization for information extraction, Bayesian ranking, and relation embeddings.
Linear Regression: Statistical Inference Perspective
Explores linear regression from a statistical inference perspective, covering probabilistic models, ground truth, labels, and maximum likelihood estimators.
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General Physics: Mechanics
Explores mechanics concepts, including moments of inertia for common solids and their practical applications.
Homotopy: Fundamentals and Examples
Covers the fundamentals of homotopy and its applications in topology.
Limit of a Sequence
Explores the limit of a sequence, convergence conditions, algebraic operations, and order relations.
Space Identification: SO(3)
Explores the identification of the space SO(3) and the topology of SS-space of R₃(R).
Belief Propagation: Key Methods and Analysis
Covers Belief Propagation, a key method for both analysis and algorithm.
Force-extension relation of a polymer
Explores the force-extension relation of polymers through experiments and models.
Dynamics on Homogeneous Spaces and Interactions with Number Theory
Delves into Oppenheim's conjecture on quadratic forms and their connection to number theory.
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