Tagged “textbook”
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The Feynman Lectures on Physics
Caltech's free online edition of Richard Feynman's legendary three-volume physics lectures, regarded as some of the best…
Algorithms by Jeff Erickson
A free algorithms textbook and course archive from Jeff Erickson at the University of Illinois, with lecture notes, home…
An Introduction to Statistical Learning
The home of the popular statistics and machine learning textbook, with free PDFs of every edition, R and Python labs, da…
Artificial Intelligence: A Modern Approach
The companion site for the standard university textbook on artificial intelligence, with resources, code repositories, a…
CORE Econ
A free, open-access economics curriculum built by an international collaboration of economists, teaching the subject thr…
How to Design Programs
The complete text of the classic introductory programming book, which teaches a systematic design recipe for writing pro…
Immersive Math
An online linear algebra textbook with fully interactive 3D figures you can rotate and manipulate while reading each cha…
Information Theory, Inference, and Learning Algorithms
David MacKay's classic textbook, free online in full, linking chapters on entropy, coding, probability and neural networ…
Introduction to Computer Music
A free online textbook from Indiana University covering acoustics, synthesis, MIDI, digital audio and algorithmic compos…
Introduction to Modern Statistics
A free online textbook that teaches statistics and data analysis from scratch, with worked examples, real datasets, exer…
le pi dop te ra
Read an old textbook about moths in this small Bitsy game made in a day for the July 2017 Bitsy Jam, on the theme of mot…
Linear Algebra Done Right
The companion site for Sheldon Axler's proof-based linear algebra textbook, offering the book for free along with extra…
Machine Learning From Scratch
A free online textbook that builds machine learning algorithms from scratch, pairing the underlying math with plain Pyth…
Mining of Massive Datasets
The companion site to the Mining of Massive Datasets textbook, offering the full book free to download along with lectur…
Music Theory for the 21st-Century Classroom
A free open online textbook that teaches music theory from scales and intervals to harmony and form, with embedded examp…
Open Logic Project
A collaborative, open-source logic textbook that teachers can freely customize, covering propositional and first-order l…
Open Music Theory
A free, open-source college-level music theory textbook covering everything from notation fundamentals to post-tonal ana…
Physically Based Rendering
The free online edition of the graphics textbook on physically based rendering, explaining how photorealistic images are…
Programming and Programming Languages
A free online textbook from Brown University that teaches programming language concepts through a custom language called…
Relativity: A Modern Primer
A short and sweet textbook on Einstein's theory of relativity, taking a modern approach for readers who want the physics…
Software Foundations
A free online textbook series on logical foundations, functional programming and formal verification, taught through int…
The Algorithm Design Manual
The companion site to Steven Skiena's textbook on algorithm design, with a catalog of classic algorithmic problems and l…
The Theory and Technique of Electronic Music
Miller Puckette's free online textbook on synthesis, sampling, filtering and spatialization, with worked examples and Pu…
Thermodynamics Textbook
A free engineering thermodynamics textbook by Olivier Cleynen, readable online and open to download, covering the fundam…
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