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Academic Discipline

Mathematics

Linear algebra, real and complex analysis, topology, differential geometry, probability, combinatorics, and number theory.

18courses·132standalone talks·428total lectures

Subfields

All Mathematics428 Calculus & Analysis164 Linear Algebra107 Topology & Geometry59 Category Theory, Topos Theory & Set Foundations56 Probability & Information Theory39 Combinatorics & Graph Theory34 Control & Dynamical Systems31 Convex Optimization21 Formal Methods & Type Theory20 Number Theory & Abstract Algebra18 Statistical Learning & Causality7 Algorithmic Information & Coding Theory5 Cryptography4 Computational Complexity3

Calculus & Analysis— Single and multivariable calculus, real and complex analysis, measure theory, Fourier analysis, and ODEs/PDEs.

12 topics

All Calculus & Analysis Real Analysis & Measure Theory53 Multivariable & Vector Calculus46 Differential Equations (ODEs & PDEs)32 Fourier & Functional Analysis15 Complex Analysis12 Continuity3 Coordinate Systems3 Limits3 Limits of Functions3 Vector Arithmetic3 3 Blue 1 Brown2 Absolute Convergence2

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Cross-Entropy, KL Divergence & Arithmetic Coding in Machine Learning

Cross-Entropy, KL Divergence & Arithmetic Coding in Machine Learning

Mathematics·Standalone Lecture·Language Models & NLP · Grant Sanderson · 3Blue1Brown

Grant Sanderson

33:51

More categories

Systems & CS (432)Physics & Cosmology (404)AI & Machine Learning (213)History & Humanities (376)Philosophy & Ethics (264)Biology & Neuroscience (281)Economics & Finance (336)Algorithms & Theory (339)Engineering & Robotics (209)

Language Models & NLP · Calculus & Analysis

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