Math
364 items from rossant/awesome-math ★16,574
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Mathematica wolfram.com
Paid technical-computing system for symbolic and numerical mathematics, visualization, programming, and data analysis.
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SageMath sagemath.org
Free mathematics software combining computer algebra, numerical computation, geometry, statistics, and visualization through Python.
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Wolfram Alpha wolframalpha.com
Computational knowledge engine for evaluating expressions, plotting functions, and answering structured queries. Some advanced features require a paid plan.
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MathOverflow mathoverflow.net
Questions and answers for professional mathematicians.
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Mathematics Stack Exchange math.stackexchange.com
Community questions and answers about mathematics problems and proofs.
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Immersive Linear Algebra immersivemath.com
J. Ström, K. Åström, and T. Akenine-Möller.
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Desmos desmos.com
Browser-based graphing calculator with geometry, tables, statistics, and classroom activities.
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CVXPY cvxpy.org
Open-source Python modeling language for convex, geometric, quasiconvex, and related optimization problems.
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Deep Learning: Foundations and Concepts bishopbook.com
A probability-grounded treatment by Christopher and Hugh Bishop.
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Bengt. Programming in Martin-Löf's Type Theory cse.chalmers.se
This book describes different type theories (theories of types, polymorphic and monomorphic sets, and subsets) from a computing science perspective.
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An Introduction to Statistical Learning with Applications in R statlearning.com
Gareth James, Daniela Witten, Trevor Hastie, Robert Tibshirani.
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The Math Behind Artificial Intelligence freecodecamp.org
A free FreeCodeCamp book teaching the math behind AI in plain English from an engineering point of view.
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Textbook web.stanford.edu
A free textbook with slides, exercises, code, and course material by Stephen Boyd and Lieven Vandenberghe.
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Mathematical Components math-comp.github.io
Formalization of mathematical theories, focusing in particular on group theory.
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Calculus 1 youtube.com
Full course playlist.
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To The Point Math youtube.com
Short reviews of common algebra and calculus topics.
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Precalculus - College Algebra/Trigonometry youtube.com
Full course playlist.
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Calculus 3 youtube.com
Full course playlist.
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Differential Equations youtube.com
Full course playlist.
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Calculus 2 youtube.com
Full course playlist.
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Abstract Algebra: Harvard Extension Videos youtube.com
Benedict Gross.
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StatQuest youtube.com
Introductory video explanations of statistics, probability, and machine learning.
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Oxford Mathematics youtube.com
Lectures and public talks from the University of Oxford, including accessible explanations of advanced topics.
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PatrickJMT youtube.com
Worked-example videos for algebra, calculus, and other introductory college topics.
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Numberphile youtube.com
Popular mathematics videos featuring mathematicians discussing problems, ideas, and curiosities.
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MIT OpenCourseWare youtube.com
MIT course recordings and video lectures, including full mathematics courses.
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NPTEL youtube.com
University lecture courses from Indian institutes covering mathematics and related technical subjects.
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Professor Leonard youtube.com
Full lecture series in precalculus, calculus, and differential equations for college students.
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Mathologer youtube.com
Visual videos on recreational mathematics and selected advanced topics.
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Brandon Foltz youtube.com
Video courses in statistics, probability, and quantitative methods with worked examples.
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