Profound
- Information Theory, Inference, and Learning Algorithms
- Causation, Prediction, and Search
- The Nature of Computation
- Statistical Rethinking
- Fooled by Randomness
- A Programmer’s Introduction to Mathematics
- Barak and Sanjeev Arora: Comp Complexity
Visuals
Friendly / semitechnical
- Calculus Made Easy
- Full Frontal Calculus: An Infinitesimal Approach
- Information Theory: A Tutorial Introduction
- Street-Fighting Mathematics
- Reuben Hersh
- Proofs and Refutations
- Number Theory, by Edit Gyarmati, Paul Turán, and Róbert Freud
- The Symmetries of Things by John H. Conway, Heidi Burgiel, and Chaim Goodman- Strauss
- Origami Journey: Into the Fascinating World of Geometric Origami, by Dasa Severova.
- Crocheting Adventures With Hyperbolic Planes, by Daina Taimina.
- Prime Climb, by Dan Finkel and friends
- An Imaginary Tale: The Story of √−1, by Paul Nahin
- A Topological Picturebook, by George Francis
- Mathematical Snapshots, by Hugo Steinhaus
- Fads and Fallacies (1957, originally 1952)
- Mathematics, Magic and Mystery
- Annotated Alice: The Definitive Edition
- The Whys of a Philosophical Scrivener
- Can one hear the shape of a drum, by Mark Kac
- How long is the coast of Britain, by Benoit Mandelbrot.
- Eric Temple Bell’s Men of Mathematics
- Mathematics Made Difficult
CS
- Algorithmics: The Spirit of Computing
Machine learning
Terse
- Halmos, Naive Set Theory
- Jaenich, Topology
- Green, Sequences & Series
- Baker Concise Introduction to the Theory of Numbers
- Cox, The Algebra of Probable Inference
- Conway, the Sensual Quadratic Form
- Surreal Numbers, Knuth
- Serre, A course in Arithmetic
- Samuel, Algebraic theory of numbers
- Artin - The Gamma Function
- Artin - Galois Theory
- Cassels - Lectures on Elliptic Curves
- Adams, Infinite loop spaces
- ATIYAH MACDONALD. Introduction to Commutative Algebra
- Milnor, Topology from the Differentiable Viewpoint
- Humphreys “Introduction to Lie Algebra and Representation Theory”
- Cauchy Schwartz master class by j. Michal steele
- Dirac’s “lectures on QM”.
- E. Landau: Foundations of Analysis,
- B. Mendelson: Intro to topology,
- A Mathematical Gift (I, II, III),
- Prolegomena to a Middlebrow Arithmetic of Curves of Genus 2
- Social Choice and Individual Values
Soc
See also