{"id":54573,"url":"https://github.com/tensorush/Awesome-Maths-Learning","name":"Awesome-Maths-Learning","description":"😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and cheatsheets.","projects_count":188,"last_synced_at":"2026-06-19T02:00:29.497Z","repository":{"id":43796559,"uuid":"339777708","full_name":"tensorush/Awesome-Maths-Learning","owner":"tensorush","description":"😎 📜 Collection of the most awesome Maths learning resources in the form of notes, videos and 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[Harmonic Analysis](Harmonic-Analysis)",":slot_machine: [Various Topics](Various-Topics)",":cat2: [Category Theory](Category-Theory)",":computer: Computation Theory",":basket: [Set Theory](Set-Theory)",":ice_cube: [Geometric Algebra](Geometric-Algebra)",":roller_coaster: [Calculus](Calculus)",":globe_with_meridians: [Topology](Topology)",":robot: [Machine Learning](Machine-Learning)",":ring: [Abstract Algebra](Abstract-Algebra)",":mechanical_arm: [Linear Algebra](Linear-Algebra)",":butterfly: [Chaos Theory](Chaos-Theory)",":unicorn: Complex Analysis",":milky_way: [Differential Equations](Differential-Equations)",":flying_disc: [Differential Geometry](Differential-Geometry)",":man_juggling: [Discrete Mathematics](Discrete-Mathematics)",":world_map: [Functional Analysis](Functional-Analysis)",":diamond_shape_with_a_dot_inside: [Graph Theory](Graph-Theory)",":family_man_woman_girl_boy: [Group Theory](Group-Theory)",":information_source: [Information Theory](Information-Theory)",":thought_balloon: [Mathematical Logic](Mathematical-Logic)",":triangular_ruler: [Measure Theory](Measure-Theory)",":abacus: [Number Theory](Number-Theory)",":game_die: [Probability Theory](Probability-Theory)",":horse: Real Analysis",":bar_chart: [Statistical Theory](Statistical-Theory)",":wrestling: [Surreal Numbers](Surreal-Numbers)"],"sub_categories":[],"readme":"# :sunglasses: :scroll: **Awesome Maths Learning**\n\n\u003cp align=\"center\"\u003e\n    \u003cimg src=\"https://bleuje.github.io/gifset/2020/gifs/2020_11_starscube.gif\"\u003e\n\u003c/p\u003e\n\n\u003ch4 align=\"center\"\u003e\n    \u003cp\u003e\u003ca href=\"https://twitter.com/etiennejcb/\"\u003eAnimation by Étienne Jacob\u003c/a\u003e\u003c/p\u003e\n\u003c/h4\u003e\n\n## :man_student: Collection of the most awesome Math learning resources in the form of notes, videos and cheatsheets.\n\n\u003e ### Contributions are very welcome! :hugs:\n\n## Table of Contents\n\n- [:ring: Abstract Algebra](#ring-abstract-algebra)\n- [:roller_coaster: Calculus](#roller_coaster-calculus)\n- [:cat2: Category Theory](#cat2-category-theory)\n- [:butterfly: Chaos Theory](#butterfly-chaos-theory)\n- [:unicorn: Complex Analysis](#unicorn-complex-analysis)\n- [:computer: Computation Theory](#computer-computation-theory)\n- [:milky_way: Differential Equations](#milky_way-differential-equations)\n- [:flying_disc: Differential Geometry](#flying_disc-differential-geometry)\n- [:man_juggling: Discrete Mathematics](#man_juggling-discrete-mathematics)\n- [:world_map: Functional Analysis](#world_map-functional-analysis)\n- [:ice_cube: Geometric Algebra](#ice_cube-geometric-algebra)\n- [:diamond_shape_with_a_dot_inside: Graph Theory](#diamond_shape_with_a_dot_inside-graph-theory)\n- [:family_man_woman_girl_boy: Group Theory](#family_man_woman_girl_boy-group-theory)\n- [:ear: Harmonic Analysis](#ear-harmonic-analysis)\n- [:information_source: Information Theory](#information_source-information-theory)\n- [:mechanical_arm: Linear Algebra](#mechanical_arm-linear-algebra)\n- [:robot: Machine Learning](#robot-machine-learning)\n- [:thought_balloon: Mathematical Logic](#thought_balloon-mathematical-logic)\n- [:triangular_ruler: Measure Theory](#triangular_ruler-measure-theory)\n- [:abacus: Number Theory](#abacus-number-theory)\n- [:game_die: Probability Theory](#game_die-probability-theory)\n- [:horse: Real Analysis](#horse-real-analysis)\n- [:basket: Set Theory](#basket-set-theory)\n- [:bar_chart: Statistical Theory](#bar_chart-statistical-theory)\n- [:wrestling: Surreal Numbers](#wrestling-surreal-numbers)\n- [:globe_with_meridians: Topology](#globe_with_meridians-topology)\n- [:slot_machine: Various Topics](#slot_machine-various-topics)\n\n## :ring: [Abstract Algebra](Abstract-Algebra)\n\n- ### :tv: [Videos by Math I Like](https://www.youtube.com/playlist?list=PL7iNT_qlwE2fQvCGAx81v35ppHmPRvZJs)\n\n- ### :tv: [Videos by MathMajor](https://www.youtube.com/playlist?list=PLVMgvCDIRy1wONAFFjMV9c0QaNuyfT5Gk)\n\n- ### :tv: [Videos by Michael Penn](https://www.youtube.com/playlist?list=PL22w63XsKjqxaZ-v5N4AprggFkQXgkNoP)\n\n- ### :tv: [Videos by Richard Borcherds](https://www.youtube.com/playlist?list=PL8yHsr3EFj53rSexSz7vsYt-3rpHPR3HB)\n\n- ### :tv: [Videos by Svetlana Makarova](https://www.youtube.com/playlist?list=PLgKjq_nhy2RadlA1XE6JxGkwUuSR-cx1m)\n\n- ### :tv: [Videos by Krishna Hanumanthu](https://nptel.ac.in/courses/111106131)\n\n- ### :writing_hand: [Notes by Miles Reid](Abstract-Algebra/reid.pdf) — [Original Source](http://homepages.warwick.ac.uk/~masda/MA3D5/Galois.pdf)\n\n- ### :writing_hand: [Notes by Jackson Petty](Abstract-Algebra/petty.pdf) — [Original Source](https://github.com/jopetty/lecture-notes/tree/master/MATH-350)\n\n- ### :writing_hand: [Notes on by Dana Ernst](Abstract-Algebra/ernst.pdf) — [Original Source](https://github.com/dcernst/IBL-AbstractAlgebra)\n\n- ### :writing_hand: [Notes by Robert Howlett](Abstract-Algebra/howlett.pdf) — [Original Source](https://www.maths.usyd.edu.au/u/bobh/UoS/rfwhole.pdf)\n\n- ### :writing_hand: [Videos by Michael​ ​Harrison and Liliana​ ​de​ ​Castro](https://www.youtube.com/playlist?list=PLi01XoE8jYoi3SgnnGorR_XOW3IcK-TP6)\n\n## :roller_coaster: [Calculus](Calculus)\n\n- ### :tv: [Videos by Kyle Broder](https://www.youtube.com/playlist?list=PL912tg7wFUfXY3_0XMufwFPMk3gU02JVL)\n\n- ### :writing_hand: [Notes by Paul Dawkins](https://tutorial.math.lamar.edu/)\n\n- ### :tv: [Videos by Trefor Bazett](https://www.youtube.com/c/DrTreforBazett/playlists)\n\n- ### :tv: [Videos by Michael Penn](https://www.youtube.com/playlist?list=PL22w63XsKjqz4R-2yzZDbxRuioaOjGml3)\n\n- ### :tv: [Videos by Denis Auroux](https://www.youtube.com/playlist?list=PL4C4C8A7D06566F38)\n\n- ### :tv: [Videos by Herbert Gross](https://www.youtube.com/playlist?list=PLW18-jILJ66t9KZvoPpN6bDQaP7Yg42Hh)\n\n- ### :tv: [Videos by Pavel Grinfeld](https://www.youtube.com/c/MathTheBeautiful/playlists?view=1\u0026sort=dd\u0026shelf_id=0)\n\n- ### :tv: [Videos by German Enciso](https://www.youtube.com/playlist?list=PLqOZ6FD_RQ7mTBoA3dZ5Ajp0Nn8OymkwB)\n\n- ### :tv: [Videos by Edward Frenkel](https://www.youtube.com/playlist?list=PLaLOVNqqD-2GcoO8CLvCbprz2J0_1uaoZ)\n\n- ### :tv: [Videos by Jeffrey Chasnov](https://www.youtube.com/playlist?list=PLkZjai-2JcxnYmkg6fpzz4WFumGVl7MOa)\n\n- ### :tv: [Videos by Natalia Komarova](https://www.youtube.com/playlist?list=PLqOZ6FD_RQ7mxsWrqTwndCBFXAKC0Xho9)\n\n- ### :tv: [Videos by Grant Sanderson and Sal Khan](https://www.youtube.com/playlist?list=PLSQl0a2vh4HC5feHa6Rc5c0wbRTx56nF7)\n\n- ### :writing_hand: [Notes by Henchen Hu](Calculus/hu.pdf) — [Original Source](https://github.com/HechenHu/Mathematics-Notes/tree/master/Mathematical%20Analysis)\n\n- ### :writing_hand: [Notes by Samuel Coskey](Calculus/coskey.pdf) — [Original Source](https://github.com/scoskey/m314)\n\n- ### :writing_hand: [Notes by Andrew Campbell](Calculus/campbell.pdf) — [Original Source](https://github.com/andrewdcampbell/LaTeX-Course-Notes)\n\n- ### :black_joker: [Cheatsheet by Afshine Amidi and Shervine Amidi](Calculus/amidi_twins.pdf) — [Original Source](https://github.com/shervinea/stanford-cme-102-ordinary-differential-equations)\n\n## :cat2: [Category Theory](Category-Theory)\n\n- ### :black_joker: [Cheatsheet by nLab](https://ncatlab.org/nlab/all_pages)\n\n- ### :writing_hand: [Notes by Egbert Rijke](https://www.andrew.cmu.edu/user/erijke/hott/)\n\n- ### :film_projector: [Slides by Andrew Pitts](https://www.cl.cam.ac.uk/teaching/2122/CAT/)\n\n- ### :tv: [Videos by John Baez and others](https://www.youtube.com/playlist?list=PLuAO-1XXEh0b7M2nMqwmENPgzAuoRrkIX)\n\n- ### :tv: [Videos by Jeremy Mann](https://www.youtube.com/playlist?list=PLtiFxYEaQEcjabR9lRBvMlfs9TgGZXwKV)\n\n- ### :tv: [Videos by Varun Malladi](https://www.youtube.com/playlist?list=PLR8CgI6LLTKT7WcouQpJqs5Goxxkkz39G)\n\n- ### :tv: [Videos by Robert Harper](https://www.youtube.com/playlist?list=PL1-2D_rCQBarjdqnM21sOsx09CtFSVO6Z)\n\n- ### :book: [Book by Jencel Panic](https://abuseofnotation.github.io/category-theory-illustrated/)\n\n- ### :book: [Book by Bartosz Milewski](https://github.com/hmemcpy/milewski-ctfp-pdf/)\n\n- ### :tv: [Videos by Bartosz Milewski](https://www.youtube.com/user/DrBartosz/playlists)\n\n- ### :tv: [Videos by Roberta Bonacina](https://www.youtube.com/playlist?list=PLsY-pzz3J1ITOQKNIjtWKIFmmN7tE8p8N)\n\n- ### :tv: [Videos by Paul-André Melliès](https://github.com/pamellies/lambda-calculus-and-categories)\n\n- ### :book: [Book by Ivan Murashko and others](https://github.com/CatTheoryByExample/book)\n\n- ### :tv: [Videos by Brendan Fong and others](http://brendanfong.com/programmingcats.html)\n\n- ### :book: [Book by Institute for Advanced Study](https://homotopytypetheory.org/book/)\n\n- ### :film_projector: [Slides by Emily Riehl](Category-Theory/riehl.pdf) — [Original Source](https://github.com/emilyriehl/721)\n\n- ### :film_projector: [Slides by Marcelo Fiore and Jamie Vicary](https://www.cl.cam.ac.uk/teaching/2122/L118/)\n\n- ### :tv: [Videos by Andrej Bauer and Jaka Smrekar](https://www.youtube.com/playlist?list=PL-47DDuiZOMCRDiXDZ1fI0TFLQgQqOdDa)\n\n- ### :tv: [Videos by David Spivak and Brendan Fong](https://www.youtube.com/playlist?list=PLhgq-BqyZ7i5lOqOqqRiS0U5SwTmPpHQ5)\n\n- ### :writing_hand: [Notes by Bodo Pareigis](Category-Theory/pareigis.pdf) — [Original Source](https://www.mathematik.uni-muenchen.de/~pareigis/Vorlesungen/04SS/Cats1.pdf)\n\n- ### :book: [Book by Jonathan Sterling and Carlo Angiuli](http://www.jonmsterling.com/math/lectures/categorical-foundations.html)\n\n- ### :writing_hand: [Notes by Thomas Streicher](Category-Theory/streicher.pdf) — [Original Source](https://www2.mathematik.tu-darmstadt.de/~streicher/CTCL.pdf)\n\n- ### :writing_hand: [Notes by Jan-Willem Buurlage](Category-Theory/buurlage.pdf) — [Original Source](https://github.com/jwbuurlage/category-theory-programmers)\n\n- ### :book: [Book by Jiří Adámek, Horst Herrlich and George Strecker](http://katmat.math.uni-bremen.de/acc/acc.pdf)\n\n## :butterfly: [Chaos Theory](Chaos-Theory)\n\n- ### :tv: [Videos by Shane Ross](https://www.youtube.com/playlist?list=PLUeHTafWecAUqSh3Gy0NNr7H3OsXoC-aK)\n\n- ### :tv: [Videos by Philippe Trinh](https://www.youtube.com/playlist?list=PLILvrDLrWErzBjluwtqSp6jdbrvjFROkq)\n\n- ### :tv: [Videos by David Feldman](https://www.youtube.com/playlist?list=PLF0b3ThojznQwpDEClMZmHssMsuPnQxZT)\n\n- ### :tv: [Videos by Steven Strogatz](https://www.youtube.com/playlist?list=PLbN57C5Zdl6j_qJA-pARJnKsmROzPnO9V)\n\n- ### :writing_hand: [Notes by Geoffrey Goodson](Chaos-Theory/goodson.pdf) — [Original Source](http://www.issp.ac.ru/ebooks/books/open/Chaos_Fractal_Geometry.pdf)\n\n## :unicorn: Complex Analysis\n\n- ### :tv: [Videos by MathMajor](https://www.youtube.com/playlist?list=PLVMgvCDIRy1wzJcFNGw7t4tehgzhFtBpm)\n\n- ### :tv: [Videos by Kyle Broder](https://www.youtube.com/playlist?list=PL912tg7wFUfV4QgPg75y0TvUsjJf48IWW)\n\n- ### :tv: [Videos by Julian Großmann](https://www.youtube.com/playlist?list=PLBh2i93oe2qtIc75sLYaVEBt0QNqVbdmZ)\n\n- ### :tv: [Videos by Richard Borcherds](https://www.youtube.com/playlist?list=PL8yHsr3EFj537_iYA5QrvwhvMlpkJ1yGN)\n\n## :computer: Computation Theory\n\n- ### :film_projector: [Slides by Anuj Dawar](https://www.cl.cam.ac.uk/teaching/2122/Complexity/)\n\n- ### :film_projector: [Slides by Vann McGee](https://ocw.mit.edu/courses/24-242-logic-ii-spring-2004/)\n\n- ### :film_projector: [Slides by Andrew Pitts](https://www.cl.cam.ac.uk/teaching/2122/CompTheory/)\n\n- ### :film_projector: [Slides by Derek Bridge](http://www.cs.ucc.ie/~dgb/courses/toc/lectures.html)\n\n- ### :tv: [Videos by Michael Sipser](https://ocw.mit.edu/courses/18-404j-theory-of-computation-fall-2020/)\n\n- ### :tv: [Videos by Ghassan Shobaki](https://www.youtube.com/playlist?list=PL6KMWPQP_DM9Y7IgaEWa_OHAl3RkAQwqH)\n\n- ### :writing_hand: [Notes Part I by Scott Aaronson](https://ocw.mit.edu/courses/6-080-great-ideas-in-theoretical-computer-science-spring-2008/)\n\n- ### :writing_hand: [Notes by Eshan Chattopadhyay](https://www.cs.cornell.edu/courses/cs6810/2021fa/)\n\n- ### :writing_hand: [Notes Part II by Scott Aaronson](https://ocw.mit.edu/courses/6-045j-automata-computability-and-complexity-spring-2011/)\n\n- ### :film_projector: [Slides from University of Washington](http://courses.cs.washington.edu/courses/cse531/)\n\n- ### :tv: [Videos by Nathan Brunelle and David Evans](https://uvatoc.github.io/)\n\n## :milky_way: [Differential Equations](Differential-Equations)\n\n- ### :tv: [Videos by Kyle Broder](https://www.youtube.com/playlist?list=PL912tg7wFUfXIwSKeTyxU5LTqdRZ8Urza)\n\n- ### :tv: [Videos by Trefor Bazett](https://www.youtube.com/c/DrTreforBazett/playlists?view=50\u0026sort=dd\u0026shelf_id=4)\n\n- ### :tv: [Videos by Michael Penn](https://www.youtube.com/playlist?list=PL22w63XsKjqxWUzDlkrbtifIx-XbKYnge)\n\n- ### :tv: [Videos by Pavel Grinfeld](https://www.youtube.com/playlist?list=PLlXfTHzgMRUK56vbQgzCVM9vxjKxc8DCr)\n\n- ### :tv: [Videos by Jeffrey Chasnov](https://www.youtube.com/playlist?list=PLkZjai-2JcxlvaV9EUgtHj1KV7THMPw1w)\n\n- ### :tv: [Videos by Brandon Leonard](https://www.youtube.com/playlist?list=PLDesaqWTN6ESPaHy2QUKVaXNZuQNxkYQ_)\n\n- ### :tv: [Videos by Matthew Macauley](https://www.youtube.com/playlist?list=PLwV-9DG53NDz3o_g5QS3s9QWJX2wtAYPH)\n\n- ### :writing_hand: [Notes by Eugen Ionascu](Differential-Equations/ionascu.pdf) — [Original Source](https://www.cs.bgu.ac.il/~leonid/ode_bio_files/Ionascu_LectNotes.pdf)\n\n- ### :writing_hand: [Notes by Alexander Grigorian](Differential-Equations/grigorian.pdf) — [Original Source](https://www.math.uni-bielefeld.de/~grigor/odelec2008.pdf)\n\n## :flying_disc: [Differential Geometry](Differential-Geometry)\n\n- ### :tv: [Videos by Justin Solomon](https://www.youtube.com/playlist?list=PLQ3UicqQtfNvPmZftPyQ-qK1wdXBxj86W)\n\n- ### :tv: [Videos by Lei Chen and others](https://www.youtube.com/playlist?list=PLOToEg4Hq27YOTIvTADD7yLIlSV0IBXt9)\n\n- ### :tv: [Videos by Norman Wildberger](https://www.youtube.com/playlist?list=PLIljB45xT85DWUiFYYGqJVtfnkUFWkKtP)\n\n- ### :writing_hand: [Notes by Keenan Crane](Differential-Geometry/crane.pdf) — [Original Source](https://www.cs.cmu.edu/~kmcrane/Projects/DDG/paper.pdf)\n\n- ### :writing_hand: [Notes by Wulf Rossmann](Differential-Geometry/rossmann.pdf) — [Original Source](https://mysite.science.uottawa.ca/rossmann/Differential%20Geometry%20book_files/Diffgeo.pdf)\n\n- ### :writing_hand: [Notes by Sigmundur Gudmundsson](Differential-Geometry/gudmundsson.pdf) — [Original Source](http://www.matematik.lu.se/matematiklu/personal/sigma/Riemann.pdf)\n\n## :man_juggling: [Discrete Mathematics](Discrete-Mathematics)\n\n- ### :tv: [Videos by Matthew Macauley](https://www.youtube.com/playlist?list=PLwV-9DG53NDz3zpkmsYx3BLzTAP6FyHeg)\n\n- ### :writing_hand: [Notes by Eshan Chattopadhyay](https://www.cs.cornell.edu/courses/cs6815/2019fa/)\n\n- ### :writing_hand: [Notes by Jieyou Xu](Discrete-Mathematics/xu.pdf) — [Original Source](https://github.com/jieyouxu/COMP0147-Discrete-Mathematics-Notes)\n\n- ### :writing_hand: [Notes by Tero Harju](Discrete-Mathematics/harju.pdf) — [Original Source](https://users.utu.fi/harju/combinenum/MainEn.pdf)\n\n- ### :black_joker: [Cheatsheet by Max Kasperowski](Discrete-Mathematics/kasperowski.pdf) — [Original Source](https://github.com/Eddykasp/maths-cheatsheets)\n\n- ### :writing_hand: [Notes by Trinity College Dublin's students](Discrete-Mathematics/trinity.pdf) — [Original Source](https://github.com/Scarlehh/Discrete_Math_Notes)\n\n- ### :writing_hand: [Notes by Anna Brandenberger and Binyuan Sun](Discrete-Mathematics/brandenberger_sun.pdf) — [Original Source](https://github.com/abrandenberger/course-notes/blob/master/MATH-240-notes.pdf)\n\n## :world_map: [Functional Analysis](Functional-Analysis)\n\n- ### :tv: [Videos by Claudio Landim](https://www.youtube.com/playlist?list=PLo4jXE-LdDTTIIIRwqK35CbFJieSJEcVR)\n\n- ### :tv: [Videos by Julian Großmann](https://www.youtube.com/playlist?list=PLBh2i93oe2qsGKDOsuVVw-OCAfprrnGfr)\n\n- ### :tv: [Videos by Physics and Math Lectures](https://www.youtube.com/channel/UCCvMoz5sZaGKuJDKuY9Nqrg/playlists)\n\n- ### :writing_hand: [Notes by Michael Cowling](Functional-Analysis/cowling.pdf) — [Original Source](https://web.maths.unsw.edu.au/~potapov/5605_2014/mcowling-fa-notes.pdf)\n\n- ### :writing_hand: [Notes by Alexander Belton](Functional-Analysis/belton.pdf) — [Original Source](https://www.maths.lancs.ac.uk/~belton/www/notes/fa_notes.pdf)\n\n## :ice_cube: [Geometric Algebra](Geometric-Algebra)\n\n- ### :tv: [Videos by Bivector](https://www.youtube.com/user/EnkiOrigami/playlists)\n\n- ### :tv: [Videos by Mathoma](https://www.youtube.com/playlist?list=PLpzmRsG7u_gqaTo_vEseQ7U8KFvtiJY4K)\n\n- ### :film_projector: [Slides by Eric Lengyel](https://www.gdcvault.com/play/1015322/Fundamentals-of-Grassmann)\n\n- ### :tv: [Video by sudgylacmoe](https://www.youtube.com/watch?v=60z_hpEAtD8)\n\n- ### :tv: [Video by Marc ten Bosch](https://www.youtube.com/watch?v=Idlv83CxP-8)\n\n- ### :tv: [Videos by Nick Okamoto](https://www.youtube.com/playlist?list=PLQ6JJNfj9jD_H3kUopCXkvvGoZqzYOzsV)\n\n- ### :tv: [Videos by Alan Macdonald](https://www.youtube.com/playlist?list=PLLvlxwbzkr7igd6bL7959WWE7XInCCevt)\n\n- ### :tv: [Videos by Arrow of Entropy](https://www.youtube.com/playlist?list=PLrizc6KfD8q8KDw31lUARRIeugbIW3MHL)\n\n- ### :black_joker: [Cheatsheet by Robin Kahlow](https://geometricalgebratutorial.com/)\n\n- ### :writing_hand: [Notes by Leo Dorst](Geometric-Algebra/dorst.pdf) — [Original Source](https://bivector.net/doc.html)\n\n- ### :writing_hand: [Notes by Jaap Suter](Geometric-Algebra/suter.pdf) — [Original Source](https://bivector.net/doc.html)\n\n- ### :writing_hand: [Notes by Laszlo Tisza](Geometric-Algebra/tisza.pdf) — [Original Source](https://ocw.mit.edu/resources/res-8-001-applied-geometric-algebra-spring-2009/lecture-notes-contents/)\n\n- ### :writing_hand: [Notes by Charles Gunn](Geometric-Algebra/gunn.pdf) — [Original Source](https://bivector.net/doc.html)\n\n- ### :tv: [Video by Charles Gunn and Steven De Keninck](https://www.youtube.com/watch?v=tX4H_ctggYo)\n\n- ### :writing_hand: [Notes by Christopher Doran](Geometric-Algebra/doran.pdf) — [Original Source](http://geometry.mrao.cam.ac.uk/2016/10/geometric-algebra-2016/)\n\n- ### :black_joker: Cheatsheets on [2D](Geometric-Algebra/gunn_dekeninck_2d.pdf) and [3D](Geometric-Algebra/gunn_dekeninck_3d.pdf) Projective Geometric Algebra by Charles Gunn and Steven De Keninck — [Original Source](https://bivector.net/doc.html)\n\n## :diamond_shape_with_a_dot_inside: [Graph Theory](Graph-Theory)\n\n- ### :tv: [Videos by Sarada Herke](https://www.youtube.com/c/SaradaHerke/playlists?view=50\u0026sort=dd\u0026shelf_id=5)\n\n- ### :writing_hand: [Notes by Vadim Lozin](Graph-Theory/lozin.pdf) — [Original Source](https://homepages.warwick.ac.uk/~masgax/Graph-Theory-notes.pdf)\n\n- ### :writing_hand: [Notes by Maria Axenovich](Graph-Theory/axenovich.pdf) — [Original Source](https://www.math.kit.edu/iag6/lehre/graphtheo2015w/media/lecture_notes.pdf)\n\n- ### :writing_hand: [Notes by Catherine Greenhill](Graph-Theory/greenhill.pdf) — [Original Source](https://github.com/skityl/GraphTheory/blob/master/Notes/math5425-summarynotes.pdf)\n\n- ### :writing_hand: [Notes on Graph Theory by Tero Harju](Graph-Theory/harju.pdf) — [Original Source](https://users.utu.fi/harju/graphtheory/graphtheory.pdf)\n\n- ### :writing_hand: [Notes Combinatorial Structures in Graph Theory by Tero Harju](Discrete-Mathematics/harju_2.pdf) — [Original Source](https://users.utu.fi/harju/Structures/Structure2018.pdf)\n\n## :family_man_woman_girl_boy: [Group Theory](Group-Theory)\n\n- ### :tv: [Videos by Richard Borcherds](https://www.youtube.com/playlist?list=PL8yHsr3EFj51pjBvvCPipgAT3SYpIiIsJ)\n\n- ### :tv: [Videos by Matthew Macauley](https://www.youtube.com/playlist?list=PLwV-9DG53NDxU337smpTwm6sef4x-SCLv)\n\n- ### :tv: [Videos by Krishna Hanumanthu](https://nptel.ac.in/courses/111106113)\n\n- ### :writing_hand: [Notes by Tero Harju](Group-Theory/harju.pdf) — [Original Source](https://users.utu.fi/harju/semigroups/Semigroups.pdf)\n\n- ### :writing_hand: [Notes by Hechen Hu](Group-Theory/hu.pdf) — [Original Source](https://github.com/HechenHu/Mathematics-Notes/tree/master/Abstract%20Algebra)\n\n- ### :writing_hand: [Notes by Joel Beeren](Group-Theory/beeren.pdf) — [Original Source](https://web.maths.unsw.edu.au/~danielch/modules12/beeren_notes.pdf)\n\n- ### :writing_hand: [Notes by Jackson Petty](Group-Theory/petty.pdf) — [Original Source](https://github.com/jopetty/lecture-notes/blob/master/MATH-370)\n\n- ### :writing_hand: [Notes by Samuel Coskey](Group-Theory/coskey.pdf) — [Original Source](https://github.com/scoskey/m522)\n\n- ### :black_joker: [Cheatsheet by Brendan Kidwell](Group-Theory/kidwell.pdf) — [Original Source](https://www.glump.net/content/abstract_algebra_cheat/index.pdf)\n\n- ### :black_joker: [Cheatsheet by Matthias Vallentin](Group-Theory/vallentin.pdf) — [Original Source](https://github.com/mavam/abstract-algebra-cheatsheet)\n\n- ### :black_joker: [Cheatsheet by Per Alexandersson](Group-Theory/alexandersson.pdf) — [Original Source](https://www2.math.upenn.edu/~peal/files/Group.Theory[2018][Eng]-ALEXANDERSSON.pdf)\n\n- ### :black_joker: [Cheatsheet by Edward O'Callaghan](Group-Theory/o'callaghan.pdf) — [Original Source](https://github.com/victoredwardocallaghan/openware/tree/master/Introduction%20to%20Category%20Theory)\n\n## :ear: [Harmonic Analysis](Harmonic-Analysis)\n\n- ### :tv: [Videos by Steve Brunton](https://www.youtube.com/playlist?list=PLMrJAkhIeNNT_Xh3Oy0Y4LTj0Oxo8GqsC)\n\n- ### :tv: [Videos by Michael Adams](https://www.youtube.com/playlist?list=PLbHYdvrWBMxYGMvQ3QG6paNu7CuIRL5dX)\n\n- ### :joystick: [Interactive visualization by Jez Swanson](https://www.jezzamon.com/fourier/index.html)\n\n- ### :writing_hand: [Notes by Lucas Illing](Harmonic-Analysis/illing.pdf) — [Original Source](https://www.reed.edu/physics/courses/Physics331.f08/pdf/Fourier.pdf)\n\n- ### :writing_hand: [Notes by Richard Laugesen](Harmonic-Analysis/laugesen.pdf) — [Original Source](https://faculty.math.illinois.edu/~laugesen/545/545Lectures.pdf)\n\n## :information_source: [Information Theory](Information-Theory)\n\n- ### :tv: [Videos by Brit Cruise](https://www.youtube.com/playlist?list=PLSQl0a2vh4HC9lvrBhVt4UUkhzpp3N5_x)\n\n- ### :film_projector: [Slides by Madhu Sudan](https://ocw.mit.edu/courses/6-895-essential-coding-theory-fall-2004/)\n\n- ### :film_projector: [Slides by Muriel Médard](https://ocw.mit.edu/courses/6-441-information-theory-spring-2010/)\n\n- ### :tv: [Videos by Thomas Cover](https://www.youtube.com/user/classxteam/playlists)\n\n- ### :tv: [Videos by Jakob Foerster](https://www.youtube.com/playlist?list=PLruBu5BI5n4aFpG32iMbdWoRVAA-Vcso6)\n\n- ### :film_projector: [Slides by Yury Polyanskiy](https://ocw.mit.edu/courses/6-441-information-theory-spring-2016/)\n\n- ### :tv: [Videos by Raymond Yeung](https://www.youtube.com/playlist?list=PLZDU8a6AcnuixlMLNuqvQSS7PDUK8pZmO)\n\n- ### :tv: [Videos by Simons Institute](https://www.youtube.com/playlist?list=PLZDU8a6Acnuj8-RT7eRxonbcshCFORKYW)\n\n- ### :tv: [Videos by Mathematical Monk](https://www.youtube.com/playlist?list=PLE125425EC837021F)\n\n- ### :thought_balloon: [Blog Post by Lê Nguyên Hoang](http://www.science4all.org/article/shannons-information-theory/)\n\n- ### :black_joker: [Cheatsheet by Hugo Touchette](Information-Theory/touchette.pdf)\n\n- ### :writing_hand: [Notes by Paul Penfield and Seth Lloyd](https://ocw.mit.edu/courses/6-050j-information-and-entropy-spring-2008/)\n\n- ### :writing_hand: [Notes by John Daugman](Information-Theory/daugman.pdf) — [Original Source](https://www.cl.cam.ac.uk/teaching/0809/InfoTheory/InfoTheoryLectures.pdf)\n\n- ### :black_joker: [Cheatsheet by Lucile Baumann-Madoulaud](Information-Theory/baumann-madoulaud.pdf) — [Original Source](https://github.com/LucileM/cheatsheet-ITC-EPFL)\n\n## :mechanical_arm: [Linear Algebra](Linear-Algebra)\n\n- ### :film_projector: [Slides by Phil Klein](http://cs.brown.edu/courses/cs053/current/index.htm)\n\n- ### :tv: [Videos by Sal Khan](https://www.youtube.com/playlist?list=PLFD0EB975BA0CC1E0)\n\n- ### :tv: [Videos by Ezra Miller](https://www4.math.duke.edu/media/collections.php)\n\n- ### :tv: [Videos by Kyle Broder](https://www.youtube.com/playlist?list=PL912tg7wFUfX4ggFIl8q6ybu9AYEezkJ-)\n\n- ### :tv: [Videos by Ahmad Bazzi](https://www.youtube.com/playlist?list=PL-DDW8QIRjNOv5V6wqyCn781CY8_znkKh)\n\n- ### :tv: [Videos by Sheldon Axler](https://www.youtube.com/playlist?list=PLGAnmvB9m7zOBVCZBUUmSinFV0wEir2Vw)\n\n- ### :tv: [Videos by Gilbert Strang](https://www.youtube.com/playlist?list=PL221E2BBF13BECF6C)\n\n- ### :tv: [Videos by Pavel Grinfeld](https://www.youtube.com/c/MathTheBeautiful/playlists?view=1\u0026sort=dd\u0026shelf_id=0)\n\n- ### :tv: [Videos by Rachel Thomas](https://www.youtube.com/playlist?list=PLtmWHNX-gukIc92m1K0P6bIOnZb-mg0hY)\n\n- ### :tv: [Videos by Jeffrey Chasnov](https://www.youtube.com/playlist?list=PLkZjai-2Jcxlg-Z1roB0pUwFU-P58tvOx)\n\n- ### :writing_hand: [Notes by Andrey Mazhuga](http://wiki.cs.hse.ru/LAaG_DSBA_2020/2021)\n\n- ### :tv: [Videos by Julian Großmann](https://www.youtube.com/playlist?list=PLBh2i93oe2qtXb7O-kPaEhAtFEb3n9Huu)\n\n- ### :tv: [Videos by Nikolay Bogachev](https://nvbogachev.netlify.app/teaching/linalg/)\n\n- ### :tv: [Videos by Matthew Macauley](https://www.youtube.com/playlist?list=PLwV-9DG53NDwKJIwF5sANj6Za7qZYywAq)\n\n- ### :tv: [Videos by Norman Wildberger](https://www.youtube.com/playlist?list=PL01A21B9E302D50C1)\n\n- ### :writing_hand: [Notes by Zico Kolter](Linear-Algebra/kolter.pdf) — [Original Source](http://cs229.stanford.edu/notes2020fall/notes2020fall/linalg2.pdf)\n\n- ### :writing_hand: [Notes by Samuel Coskey](Linear-Algebra/coskey.pdf) — [Original Source](https://github.com/scoskey/m301)\n\n- ### :writing_hand: [Notes by Andrew Campbell](Linear-Algebra/campbell.pdf) — [Original Source](https://github.com/andrewdcampbell/LaTeX-Course-Notes)\n\n- ### :black_joker: [Cheatsheet by Sam Kennerly](Linear-Algebra/kennerly.pdf) — [Original Source](http://physics.drexel.edu/~skennerly/maths/Matrix_Cheat_Sheet.pdf)\n\n- ### :writing_hand: [Notes by Kaare Petersen and Michael Pedersen](Linear-Algebra/petersen_pedersen.pdf) — [Original Source](https://www.math.uwaterloo.ca/~hwolkowi/matrixcookbook.pdf)\n\n- ### :black_joker: [Cheatsheet by Kenji Hiranabe and Gilbert Strang](Linear-Algebra/hiranabe_strang.pdf) — [Original Source](https://github.com/kenjihiranabe/The-Art-of-Linear-Algebra)\n\n- ### :film_projector: [Slides by Stephen Boyd and Lieven Vandenberghe](Linear-Algebra/boyd_and_vandenberghe.pdf) — [Original Source](http://vmls-book.stanford.edu/)\n\n- ### :writing_hand: [Notes by Anna Brandenberger and Daniela Breitman](Linear-Algebra/brandenberger_breitman.pdf) — [Original Source](https://github.com/abrandenberger/course-notes/blob/master/MATH-247-notes.pdf)\n\n- ### :black_joker: [Cheatsheet by Ivan Savov](Linear-Algebra/savov_cheatsheet.pdf) and [Concept maps by Ivan Savov](Linear-Algebra/savov_concept_maps.pdf) — [Original Source](https://minireference.com/)\n\n- ### :joystick: [Interactive Visualizations by Vinay Sisodia and Jo Hsu](https://www.linearalgebraforprogrammers.com/)\n\n- ### :joystick: [Interactive Visualizations by Jacob Ström, Kalle Åström and Tomas Akenine-Möller](http://immersivemath.com/ila/tableofcontents.html)\n\n## :robot: [Machine Learning](Machine-Learning)\n\n- ### :tv: [Videos by Sebastian Peitz and Oliver Wallscheid](https://www.youtube.com/@UPB_DS4DS-bu8ec/playlists)\n\n- ### :tv: [Videos by David Dye](https://www.youtube.com/playlist?list=PLiiljHvN6z1_o1ztXTKWPrShrMrBLo5P3)\n\n- ### :tv: [Videos by AI Institute](https://www.youtube.com/playlist?list=PLD7HFcN7LXRe30qq36It2XCljxc340O_d)\n\n- ### :tv: [Videos by Andrew Ng](https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU)\n\n- ### :tv: [Videos by Sam Cooper](https://www.youtube.com/playlist?list=PLiiljHvN6z193BBzS0Ln8NnqQmzimTW23)\n\n- ### :tv: [Videos by Anand Avati](https://www.youtube.com/playlist?list=PLoROMvodv4rNH7qL6-efu_q2_bPuy0adh)\n\n- ### :tv: [Videos by Dmitry Kobak](https://www.youtube.com/playlist?list=PL05umP7R6ij35ShKLDqccJSDntugY4FQT)\n\n- ### :tv: [Videos by Jure Leskovec](https://www.youtube.com/playlist?list=PLoROMvodv4rPLKxIpqhjhPgdQy7imNkDn)\n\n- ### :tv: [Videos by Philipp Hennig](https://www.youtube.com/playlist?list=PL05umP7R6ij1tHaOFY96m5uX3J21a6yNd)\n\n- ### :tv: [Videos by Andreas Geiger](https://www.youtube.com/playlist?list=PL05umP7R6ij35L2MHGzis8AEHz7mg381_)\n\n- ### :tv: [Videos by Alexander Ihler](https://www.youtube.com/playlist?list=PLaXDtXvwY-oDvedS3f4HW0b4KxqpJ_imw)\n\n- ### :tv: [Slides by Dmitry Panchenko](https://ocw.mit.edu/courses/18-465-topics-in-statistics-statistical-learning-theory-spring-2007/)\n\n- ### :tv: [Videos by Ulrike von Luxburg](https://www.youtube.com/playlist?list=PL05umP7R6ij2XCvrRzLokX6EoHWaGA2cC)\n\n- ### :tv: [Videos by Yaser Abu-Mostafa](https://www.youtube.com/playlist?list=PLD63A284B7615313A)\n\n- ### :tv: [Videos by Mathematical Monk](https://www.youtube.com/playlist?list=PLD0F06AA0D2E8FFBA)\n\n- ### :tv: [Videos by Volodymyr Kuleshov](https://www.youtube.com/playlist?list=PL2UML_KCiC0UlY7iCQDSiGDMovaupqc83)\n\n- ### :film_projector: [Slides by Joan Bruna and others](https://github.com/joanbruna/MathsDL-spring19)\n\n- ### :film_projector: [Slides by Ryan Rifkin and others](https://ocw.mit.edu/courses/9-520-statistical-learning-theory-and-applications-spring-2003/)\n\n- ### :writing_hand: [Notes by Tao Sun](Machine-Learning/sun.pdf) — [Original Source](https://github.com/suniique/ETHz-AML-2020-Notes)\n\n- ### :writing_hand: [Notes by Erik Koene](Machine-Learning/koene_notes.pdf) — [Original Source](https://github.com/efmkoene/AML-2018-cheatsheet)\n\n- ### :black_joker: [Cheatsheet by Frank Dai](Machine-Learning/dai.pdf) — [Original Source](https://github.com/soulmachine/machine-learning-cheat-sheet)\n\n- ### :black_joker: [Cheatsheet by Erik Koene](Machine-Learning/koene_cheatsheet.pdf) — [Original Source](https://github.com/efmkoene/AML-2018-cheatsheet)\n\n- ### :black_joker: [Cheatsheet by Aaron Wang](Machine-Learning/wang.pdf) — [Original Source](https://github.com/aaronwangy/Data-Science-Cheatsheet)\n\n- ### :black_joker: [Cheatsheet by Aqeel Anwar](Machine-Learning/anwar.pdf) — [Original Source](https://sites.google.com/view/datascience-cheat-sheets/machine-learning_1?authuser=0)\n\n- ### :black_joker: [Cheatsheet by Janus Advincula](Machine-Learning/advincula.pdf) — [Original Source](https://github.com/mynameisjanus/686xMachineLearning)\n\n- ### :black_joker: [Cheatsheet by ETH Zürich students](Machine-Learning/zurich.pdf) — [Original Source](https://github.com/eth-cs-student-summaries/Introduction-to-Machine-Learning)\n\n- ### :film_projector: Slides on [Machine Learning](https://cedar.buffalo.edu/~srihari/CSE574/index.html) and [Deep Learning](https://cedar.buffalo.edu/~srihari/CSE676/index.html) by Sargur Srihari\n\n- ### :black_joker: [Cheatsheet by Afshine Amidi and Shervine Amidi](Machine-Learning/amidi_twins.pdf) — [Original Source](https://github.com/afshinea)\n\n- ### :black_joker: [Cheatsheet on Deep Learning](Machine-Learning/lippe_dl.pdf) and [Notes on Machine Learning](Machine-Learning/lippe_ml.pdf) by Phillip Lippe — [Original Source](https://github.com/phlippe/UvA_Summaries/tree/master/Final_versions)\n\n- ### :black_joker: Cheatsheets on [Machine Learning](Machine-Learning/beyeler_aml.pdf) and [Computational Intelligence](Machine-Learning/beyeler_cil.pdf) by Marilou Beyeler — [Original Source](https://github.com/mariloubylr/eth-summaries)\n\n- ### :writing_hand: Notes on [Statistical Learning Theory](Machine-Learning/cetin_slt.pdf) and [Natural Language Understanding](Machine-Learning/cetin_nlu.pdf) by Doruk Çetin — [Original Source](https://github.com/dcetin/eth-cs-notes/blob/master/notes)\n\n- ### :black_joker: Cheatsheets on [Essential Machine Learning](Machine-Learning/cetin_eml.pdf) and [Advanced Machine Learning](Machine-Learning/cetin_aml.pdf) by Doruk Çetin — [Original Source](https://github.com/dcetin/eth-cs-notes/tree/master/cheatsheets)\n\n## :thought_balloon: [Mathematical Logic](Mathematical-Logic)\n\n- ### :tv: [Videos by P.D. Magnus](https://www.youtube.com/channel/UCTBzdytnAY1ePUJhOB9rRWg/playlists)\n\n- ### :film_projector: [Slides by Larry Paulson](https://www.cl.cam.ac.uk/teaching/2122/LogicProof/)\n\n- ### :film_projector: [Slides by Christopher Pulte](https://www.cl.cam.ac.uk/teaching/2122/HLog+ModC/)\n\n- ### :writing_hand: [Notes by Stefan Bilaniuk](Mathematical-Logic/bilaniuk.pdf) — [Original Source](http://euclid.trentu.ca/math/sb/pcml/pcml-16.pdf)\n\n- ### :writing_hand: [Notes by Stephen Simpson](Mathematical-Logic/simpson.pdf) — [Original Source](http://www.personal.psu.edu/t20/notes/logic.pdf)\n\n- ### :writing_hand: [Notes by Helmut Schwichtenberg](Mathematical-Logic/schwichtenberg.pdf) — [Original Source](https://www.mathematik.uni-muenchen.de/~schwicht/lectures/logic/ws03/ml.pdf)\n\n## :triangular_ruler: [Measure Theory](Measure-Theory)\n\n- ### :tv: [Videos by Claudio Landim](https://www.youtube.com/playlist?list=PLo4jXE-LdDTQq8ZyA8F8reSQHej3F6RFX)\n\n- ### :tv: [Videos by Julian Großmann](https://www.youtube.com/playlist?list=PLBh2i93oe2qvMVqAzsX1Kuv6-4fjazZ8j)\n\n- ### :writing_hand: [Notes by Peter Straka](Measure-Theory/straka.pdf) — [Original Source](https://github.com/skityl/MeasureTheory/blob/master/Notes/A4pages.pdf)\n\n- ### :writing_hand: [Notes by Gautam Iyer](Measure-Theory/iyer.pdf) — [Original Source](https://www.math.cmu.edu/~gautam/sj/teaching/2020-21/720-measure/pdfs/measure.pdf)\n\n- ### :writing_hand: [Notes by John Hunter](Measure-Theory/hunter.pdf) — [Original Source](https://www.math.ucdavis.edu/~hunter/measure_theory/measure_notes.pdf)\n\n- ### :writing_hand: [Notes by Samuel Coskey](Measure-Theory/coskey.pdf) — [Original Source](https://github.com/scoskey/m515)\n\n- ### :writing_hand: [Notes by Steven Nguyen](Measure-Theory/nguyen.pdf) — [Original Source](https://github.com/skityl/MeasureTheory/blob/master/Notes/math5825_lecture_notes.pdf)\n\n## :abacus: [Number Theory](Number-Theory)\n\n- ### :tv: [Videos by zetamath](https://www.youtube.com/playlist?list=PLbaA3qJlbE93DiTYMzl0XKnLn5df_QWqY)\n\n- ### :tv: [Videos by MathMajor](https://www.youtube.com/playlist?list=PLVMgvCDIRy1x_AmA8lhrPB_plInV_wR8Y)\n\n- ### :tv: [Videos by Michael Penn](https://www.youtube.com/playlist?list=PL22w63XsKjqwAgBzVFVqZNMcVKpOOAA7c)\n\n- ### :tv: [Videos by Richard Borcherds](https://www.youtube.com/playlist?list=PL8yHsr3EFj53L8sMbzIhhXSAOpuZ1Fov8)\n\n- ### :writing_hand: [Notes by Alina Ostafe](Number-Theory/ostafe.pdf) — [Original Source](https://github.com/skityl/NumberTheory/tree/master/Notes)\n\n- ### :writing_hand: [Notes by Otto Forster](Number-Theory/forster.pdf) — [Original Source](https://www.mathematik.uni-muenchen.de/~forster/v/ann/annth_all.pdf)\n\n- ### :writing_hand: [Notes by Pavel Kolesnikov and Evgeny Vdovin](Number-Theory/kolesnikov_vdovin.pdf) — [Original Source](http://math.nsc.ru/~vdovin/lectures/numth_eng.pdf)\n\n## :game_die: [Probability Theory](Probability-Theory)\n\n- ### :film_projector: [Slides by Eli Upfal](http://cs.brown.edu/courses/csci1550/)\n\n- ### :tv: [Videos by Claudio Landim](https://www.youtube.com/playlist?list=PLo4jXE-LdDTS5BYqea-LcHdtjKwVcepP7)\n\n- ### :tv: [Videos by Lê Nguyên Hoang](https://www.youtube.com/playlist?list=PLie7a1OUTSah_tx-Ly2lj_p_omzjcS_o8)\n\n- ### :tv: [Videos by Mathematical Monk](https://www.youtube.com/playlist?list=PL17567A1A3F5DB5E4)\n\n- ### :tv: [Videos Part I by Michael Cranston](https://www.youtube.com/playlist?list=PLqOZ6FD_RQ7l-ML8sMNFHx0CY7jyudZq2)\n\n- ### :tv: [Videos Part II by Michael Cranston](https://www.youtube.com/playlist?list=PLqOZ6FD_RQ7k-j-86QUC2_0nEu0QOP-Wy)\n\n- ### :writing_hand: [Notes by Dirk Kroese](Probability-Theory/kroese.pdf) — [Original Source](https://people.smp.uq.edu.au/DirkKroese/asitp.pdf)\n\n- ### :tv: [Videos by John Tsitsiklis and Patrick Jaillet](https://www.youtube.com/playlist?list=PLUl4u3cNGP60hI9ATjSFgLZpbNJ7myAg6)\n\n- ### :writing_hand: [Notes by Joseph Watkins](Probability-Theory/watkins.pdf) — [Original Source](https://www.math.arizona.edu/~jwatkins/notests.pdf)\n\n- ### :black_joker: [Cheatsheet by Peleg Michaeli](Probability-Theory/michaeli.pdf) — [Original Source](https://web.cs.elte.hu/~mesti/valszam/kepletek)\n\n- ### :black_joker: [Cheatsheet by Fabián Kozynski](Probability-Theory/kozynski.pdf) — [Original Source](https://github.com/mitx-data-science/6.431x)\n\n- ### :black_joker: [Cheatsheet by Janus Advincula](Probability-Theory/advincula.pdf) — [Original Source](https://github.com/mynameisjanus/6431xProbability)\n\n- ### :writing_hand: [Notes by Anna Brandenberger](Probability-Theory/brandenberger.pdf) — [Original Source](https://github.com/abrandenberger/course-notes/blob/master/MATH-323-notes.pdf)\n\n- ### :black_joker: [Cheatsheet by Max Kasperowski](Probability-Theory/kasperowski.pdf) — [Original Source](https://github.com/Eddykasp/maths-cheatsheets)\n\n- ### :black_joker: [Cheatsheet by William Chen and Joe Blitzstein](Probability-Theory/chen_and_blitzstein.pdf) — [Original Source](https://github.com/wzchen/probability_cheatsheet)\n\n- ### :black_joker: [Cheatsheet by Afshine Amidi and Shervine Amidi](Probability-Theory/amidi_twins.pdf) — [Original Source](https://github.com/shervinea/stanford-cme-106-probability-and-statistics)\n\n## :horse: Real Analysis\n\n- ### :tv: [Videos by Michael Penn](https://www.youtube.com/playlist?list=PL22w63XsKjqxqaF-Q7MSyeSG1W1_xaQoS)\n\n- ### :tv: [Videos by Julian Großmann](https://www.youtube.com/playlist?list=PLBh2i93oe2quABbNq4I_-hyjhW8eOdgrO)\n\n## :basket: [Set Theory](Set-Theory)\n\n- ### :tv: [Notes by Mathoma](https://www.youtube.com/playlist?list=PLpzmRsG7u_gpZyi0w80IBk51k6ClSJRWK)\n\n- ### :writing_hand: [Notes by Sylvain Poirier](http://www.settheory.net/)\n\n- ### :writing_hand: [Notes by Tero Harju](Set-Theory/harju.pdf) — [Original Source](https://users.utu.fi/harju/orderedsets/Mainorder.pdf)\n\n- ### :writing_hand: [Notes by William Weiss](Set-Theory/weiss.pdf) — [Original Source](http://www.math.toronto.edu/weiss/set_theory.pdf)\n\n## :bar_chart: [Statistical Theory](Statistical-Theory)\n\n- ### :tv: [Videos by Philipp Berens](https://www.youtube.com/playlist?list=PL05umP7R6ij0Gw5SLIrOA1dMYScCx4oXT)\n\n- ### :tv: [Videos by Benjamin Lambert](https://www.youtube.com/playlist?list=PLwJRxp3blEvZ8AKMXOy0fc0cqT61GsKCG)\n\n- ### :writing_hand: [Notes by Ryan Martin](Statistical-Theory/martin.pdf) — [Original Source](http://homepages.math.uic.edu/~rgmartin/Teaching/Stat411/Notes/411notes.pdf)\n\n- ### :writing_hand: [Notes by Adolfo Rumbos](Statistical-Theory/rumbos.pdf) — [Original Source](https://pages.pomona.edu/~ajr04747/Fall2009/Math152/Notes/Math152NotesFall09.pdf)\n\n- ### :black_joker: [Cheatsheet by Edward O'Callaghan](Statistical-Theory/o'callaghan.pdf) — [Original Source](https://github.com/victoredwardocallaghan/openware/tree/master/Theory%20of%20Statistics)\n\n- ### :black_joker: [Cheatsheet by Afshine Amidi and Shervine Amidi](Statistical-Theory/amidi_twins.pdf) — [Original Source](https://github.com/shervinea/stanford-cme-106-probability-and-statistics)\n\n- ### :black_joker: [Cheatsheet on Statistical Analysis by Janus Advincula](Statistical-Theory/advincula_2.pdf) — [Original Source](https://github.com/mynameisjanus/14310xDataAnalysis)\n\n- ### :black_joker: [Cheatsheet on Fundamentals of Statistics by Janus Advincula](Statistical-Theory/advincula.pdf) — [Original Source](https://github.com/mynameisjanus/186501xStatistics)\n\n## :wrestling: [Surreal Numbers](Surreal-Numbers)\n\n- ### :book: [Book by Donald Knuth](https://www.amazon.co.uk/Surreal-Numbers-Donald-Knuth/dp/0201038129)\n\n- ### :writing_hand: [Notes by Gretchen Grimm](Surreal-Numbers/grimm.pdf) — [Original Source](https://www.whitman.edu/Documents/Academics/Mathematics/Grimm.pdf)\n\n- ### :writing_hand: [Notes by Melissa Gymrek and Jing Li](Surreal-Numbers/gymrek_li.pdf) — [Original Source](http://web.mit.edu/sp.268/www/2010/surreal.pdf)\n\n- ### :tv: [HACKENBUSH: a window to a new world of math by Owen Maitzen](https://www.youtube.com/watch?v=ZYj4NkeGPdM)\n\n## :globe_with_meridians: [Topology](Topology)\n\n- ### :tv: [Videos by Boarbarktree](https://www.youtube.com/playlist?list=PLcaesJ30fdQ_qyizYsFvlm9LkJvj2CxxU)\n\n- ### :tv: [Videos by Jeremy Mann](https://www.youtube.com/playlist?list=PLtiFxYEaQEciDwv1jzN2qqvdgxiPjKzgz)\n\n- ### :tv: [Videos by Sidney Morris](https://www.topologywithouttears.net/)\n\n- ### :book: [Book by Michael Hitchman](https://mphitchman.com/download.html)\n\n- ### :tv: [Videos by Norman Wildberger](https://www.youtube.com/playlist?list=PL6763F57A61FE6FE8)\n\n- ### :tv: [Videos Part I by Siddhartha Gadgil](http://math.iisc.ac.in/~gadgil/introduction-algebraic-topology-2020/index.html)\n\n- ### :tv: [Videos Part I by Richard Borcherds](https://www.youtube.com/playlist?list=PL8yHsr3EFj53j51FG6wCbQKjBgpjKa5PX)\n\n- ### :tv: [Videos Part II by Siddhartha Gadgil](http://math.iisc.ac.in/~gadgil/topology-2021/index.html)\n\n- ### :tv: [Videos Part II by Richard Borcherds](https://www.youtube.com/playlist?list=PL8yHsr3EFj50Un2NpfPySgXctRQK7CLG-)\n\n- ### :tv: [Videos Part III by Siddhartha Gadgil](http://math.iisc.ac.in/~gadgil/algebraic-topology-2022/index.html)\n\n- ### :tv: [Videos Part III by Richard Borcherds](https://www.youtube.com/playlist?list=PL8yHsr3EFj53Rwr6ly1oUasJXR2Qerwgj)\n\n- ### :writing_hand: [Notes by Holworth](Topology/holworth.pdf) — [Original Source](https://github.com/Holworth/MathmaticsNotes/tree/master/Topology)\n\n- ### :writing_hand: [Notes by Daniel Chan](Topology/chan.pdf) — [Original Source](https://web.maths.unsw.edu.au/~danielch/algtop15a/algtop_notes.pdf)\n\n- ### :writing_hand: [Notes by Henchen Hu](Topology/hu.pdf) — [Original Source](https://github.com/HechenHu/Mathematics-Notes/tree/master/Point-Set_Topology)\n\n- ### :writing_hand: [Notes by Tilman Bauer](Topology/bauer.pdf) — [Original Source](https://github.com/tilmanbauer/characteristic-classes)\n\n- ### :writing_hand: [Notes by Martin Čadek](Topology/cadek.pdf) — [Original Source](http://www.math.muni.cz/~cadek/at/at.pdf)\n\n- ### :writing_hand: [Notes by Renzo Cavalieri](Topology/cavalieri.pdf) — [Original Source](https://www.math.colostate.edu/~renzo/teaching/Topology10/Notes.pdf)\n\n- ### :writing_hand: [Notes by Michael Starbird](Topology/starbird.pdf) — [Original Source](https://web.ma.utexas.edu/ibl1/courses/resources/12_15_07_grad_alg_top_mooremethod.pdf)\n\n- ### :black_joker: [Cheatsheet by Edward O'Callaghan](Topology/o'callaghan.pdf) — [Original Source](https://github.com/victoredwardocallaghan/openware/tree/master/Topology)\n\n- ### :writing_hand: Notes on [Complex Manifolds](Topology/dadhley_cm.pdf) and [Toric Geometry](Topology/dadhley_tg.pdf) by Richie Dadhley — [Original Source](https://richie291.wixsite.com/theoreticalphysics/projects-2)\n\n## :slot_machine: [Various Topics](Various-Topics)\n\n- ### :books: [Collection of Math Notes](https://www.math.miami.edu/~dsolis/notes.html)\n\n- ### :writing_hand: [Infinitely Large Napkin by Evan Chen](https://web.evanchen.cc/napkin.html)\n\n- ### :writing_hand: [Notes from Cambridge by Dexter Chua](http://dec41.user.srcf.net/notes/)\n\n- ### :tv: [Videos on Tensor Calculus by Robert Davie](https://www.youtube.com/playlist?list=PLeFwDGOexoe-FLX3kEMSkoWG6Cuck_8Xb)\n\n- ### :book: [How Euler Did It Book by Ed Sandifer](http://eulerarchive.maa.org/hedi/index.html)\n\n- ### :book: [Symmetry Book by Marc Bezem and others](https://github.com/UniMath/SymmetryBook)\n\n- ### :writing_hand: [EuclideanSpace - Mathematics and Computing by Martin Baker](https://euclideanspace.com/)\n\n- ### :tv: [Chaos Videos by Jos Leys, Étienne Ghys and Aurélien Alvarez](https://www.chaos-math.org/en.html)\n\n- ### :thought_balloon: [Web Site on 4D Geometry Visualization by H.S. Teoh](https://www.qfbox.info/4d/vis/vis)\n\n- ### :film_projector: [Slides on Discrete Structures and Probability by Robert Lewis](https://cs22.cafe/)\n\n- ### :tv: [Videos on Introduction to Higher Mathematics by Bill Shillito](https://www.youtube.com/playlist?list=PLZzHxk_TPOStgPtqRZ6KzmkUQBQ8TSWVX)\n\n- ### :tv: [Dimensions Videos by Jos Leys, Étienne Ghys and Aurélien Alvarez](http://www.dimensions-math.org/)\n\n- ### :tv: [Videos on Mathematics for Machine Learning by Ulrike von Luxburg](https://www.youtube.com/playlist?list=PL05umP7R6ij1a6KdEy8PVE9zoCv6SlHRS)\n\n- ### :black_joker: [Cheatsheet All-In-One Mathematics by Alex Spartalis](Various-Topics/spartalis.pdf) — [Original Source](http://www.alexspartalis.com/uploads/3/5/9/8/3598073/all_in_one_cheat_sheet_v2.6_web.pdf)\n\n- ### :black_joker: [Cheatsheet on Undergraduate Mathematics by Rutuj Gavankar](Various-Topics/gavankar.pdf) — [Original Source](https://github.com/rutujsg/math_cheat_sheet)\n\n- ### :writing_hand: [Notes on Undergraduate Mathematics by Nathan Typanski](Various-Topics/typanski.pdf) — [Original Source](https://github.com/nathantypanski/texnotes)\n\n- ### :film_projector: [Slides on Mathematics for Computer Science by Tom Leighton and Marten van Dijk](https://ocw.mit.edu/courses/6-042j-mathematics-for-computer-science-fall-2010/)\n\n- ### :film_projector: [Slides on Mathematics in Toys and Games by Jing Li, Erik Demaine and Melissa Gymrek](https://ocw.mit.edu/courses/es-268-the-mathematics-in-toys-and-games-spring-2010/)\n\n- ### :book: [Everything You Always Wanted To Know About Mathematics: A Guided Journey Into the World of Abstract Mathematics and the Writing of Proofs by Brendan Sullivan](https://www.math.cmu.edu/~jmackey/151_128/bws_book.pdf)\n","projects_url":"https://awesome.ecosyste.ms/api/v1/lists/tensorush%2Fawesome-maths-learning/projects"}