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Book: Mathematics for Machine Learning ↗

The books people recommended

2018-04-04 · 465 points · 54 comments · 10 books named by at least one person here and at least 3 people overall. The number on the left is how many people named it in this thread.

  1. 6Concrete Mathematics

    Concrete Mathematics

    Ronald L. Graham, Donald E. Knuth, Oren Patashnik

    6 here · 14 all-time · #80 overall

  2. 5Calculus

    Calculus

    Michael Spivak

    5 here · 11 all-time · #124 overall

  3. 4Probability Theory

    Probability Theory

    E. T. Jaynes

    4 here · 6 all-time · #248 overall

  4. 4Machine Learning

    Machine Learning

    Tom Mitchell

    4 here · 5 all-time · #329 overall

  5. 3Deep Learning

    Deep Learning

    Ian Goodfellow

    3 here · 7 all-time · #205 overall

  6. 3Reinforcement Learning: An Introduction

    Reinforcement Learning: An Introduction

    Richard Sutton, Andrew Barto

    3 here · 4 all-time · #444 overall

  7. 2How to Solve It

    How to Solve It

    George Pólya

    2 here · 16 all-time · #60 overall

  8. 2The Elements of Statistical Learning

    The Elements of Statistical Learning

    Trevor Hastie, Robert Tibshirani, Jerome Friedman

    2 here · 5 all-time · #299 overall

  9. 1Linear Algebra Done Right

    Linear Algebra Done Right

    Sheldon Axler

    1 here · 13 all-time · #88 overall

  10. 1How to Prove It

    How to Prove It

    Daniel J. Velleman

    1 here · 5 all-time · #276 overall