AI · alternatives · 2026

24 alternatives to Machine Learning

An Artificial Intelligence Approach

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Machine Learning launched in 2016; newer entries below may have overtaken it.

1. 1
   Deep Learning▲67

   The textbook for modern machine learning

   2016 · amazon.com · its alternatives →

2. 2
   WhatTheFIsML▲110

   An illustrated guide to understanding Machine Learning

   2016 · its alternatives →

3. 3
   Machine Learning▲77

   A visual guide for beginners

   2017 · amazon.com · its alternatives →

4. 4
   Machine Learning for Absolute Beginners▲12

   A Plain English Introduction to Machine Learning

   2017 · amazon.com · its alternatives →

5. 5
   The Definitive Guide to Machine Learning▲7

   A brief introduction to Machine Learning

   2015 · its alternatives →

6. 6
   The Master Algorithm▲70

   Everything you always wanted to know about machine learning.

   2016 · homes.cs.washington.edu · its alternatives →

7. 7
   Talking Machines - Solving intelligence and machine learning fundamentals▲56

   Guest: Nando de Freitas (Oxford, Google DeepMind)

   2015 · thetalkingmachines.com · its alternatives →

8. 8
   Probably Approximately Correct▲53

   Nature's algorithms for learning and prospering in a complex

   2015 · amazon.com · its alternatives →

9. 9
   Introduction to Machine Learning▲3

   Machine learning overview for beginners

   2016 · amazon.in · its alternatives →

10. 10
    Artificial Intelligence for Humans▲6

    Volume 1: Fundamental Algorithms

    2017 · amazon.com · its alternatives →

11. 11
    Neural Networks and Deep Learning▲95

    Core concepts behind neural networks and deep learning

    2015 · neuralnetworksanddeeplearning.com · its alternatives →

12. 12
    AI▲5

    Its Nature and Future

    2016 · amazon.com · its alternatives →

13. 13
    Machine Learning Flashcards▲101

    300 digital flashcards

    2017 · aiflashcards.com · its alternatives →

14. 14
    Artificial Intelligence▲3

    A Modern Approach

    2016 · amazon.com · its alternatives →

15. 15
    O’Reilly Fundamentals of Deep Learning▲143

    Designing next-generation Artificial intelligence algorithms

    2016 · oreilly.com · its alternatives →

16. 16
    Data Science for Business▲68

    Data mining and data-analytic thinking

    2016 · oreilly.com · its alternatives →

17. 17
    Distill▲200

    An interactive, visual journal for Machine Learning research

    2017 · distill.pub · its alternatives →

18. 18
    Algorithms to Live By▲75

    The Computer Science of Human Decisions

    2016 · amazon.com · its alternatives →

19. 19
    Sonnet▲134

    A new library for constructing neural networks from DeepMind

    2017 · deepmind.google · its alternatives →

20. 20
    Surviving AI▲59

    The promise and peril of artificial intelligence

    2015 · amazon.com · its alternatives →

21. 21
    Algorithms to Live By▲70

    The computer science of human decisions

    2016 · amazon.com · its alternatives →

22. 22
    Artificial Intelligence Simplified▲4

    An Introduction to Core AI Concepts

    2016 · amazon.com · its alternatives →

23. 23
    Machine Learning▲6

    A Hands-On, Project-Based Introduction to Machine Learning

    2017 · amazon.com · its alternatives →

24. 24
    VectorHack▲7

    Machine learning news and insights

    2017 · vectorhack.com · its alternatives →

Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →