Dev tools · alternatives · 2026

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Open source ML Book: Learn ML by Reading Answers, Like SO launched in 2021; newer entries below may have overtaken it.

1. 1
   ML From Scratch – free online textbook▲259

   2020 · dafriedman97.github.io · its alternatives →

2. 2
   Data Analysis with Open Source Tools▲69

   How to think about data

   2015 · amazon.com · its alternatives →

3. 3
   Machine Learning▲77

   A visual guide for beginners

   2017 · amazon.com · its alternatives →

4. 4
   WhatTheFIsML▲110

   An illustrated guide to understanding Machine Learning

   2016 · its alternatives →

5. 5
   Probably Approximately Correct▲53

   Nature's algorithms for learning and prospering in a complex

   2015 · amazon.com · its alternatives →

6. 6
   Ask▲63

   The counterintuitive online formula

   2016 · its alternatives →

7. 7
   Deep Learning▲67

   The textbook for modern machine learning

   2016 · amazon.com · its alternatives →

8. 8
   Machine Learning for Absolute Beginners▲12

   A Plain English Introduction to Machine Learning

   2017 · amazon.com · its alternatives →

9. 9
   Ask : A Counterintuitive Online Formula▲62

   Learn what your customers want by asking

   2015 · amazon.com · its alternatives →

10. 10
    Talking Machines - Solving intelligence and machine learning fundamentals▲56

    Guest: Nando de Freitas (Oxford, Google DeepMind)

    2015 · thetalkingmachines.com · its alternatives →

11. 11
    An Introduction to Statistical Learning▲60

    How to implement the various methods in real life settings

    2016 · its alternatives →

12. 12
    BigML▲64

    Machine learning as a service - build predictive apps

    2014 · bigml.com · its alternatives →

13. 13
    Programming Pearls▲71

    Clever solutions to classic programming problems

    2015 · amazon.com · its alternatives →

14. 14
    Data Smart▲76

    Using Data Science to Transform Information into Insight

    2015 · amazon.com · its alternatives →

15. 15
    The Pragmatic Programmer▲87

    Solid advice and awesome analogies

    2015 · amazon.com · its alternatives →

16. 16
    Upsolve Data Models▲97

    Teach AI your metric definitions and business vocabulary

    24d ago · upsolve.ai · its alternatives →

17. 17
    Naked Statistics▲69

    Build intuition around data

    2016 · amazon.com · its alternatives →

18. 18
    The Go Programming Language▲60

    The authoritative resource for learning Go

    2016 · amazon.com · its alternatives →

19. 19
    Readr▲113

    A free reader that answers your questions and reads aloud

    Sep 2026 · readr-ai.github.io · its alternatives →

20. 20
    Open Source Intelligence Techniques▲73

    Resources for searching and analyzing online information

    2016 · namecheap.com · its alternatives →

21. 21
    Seeking Wisdom With David Cancel - The Secret To Becoming A Learning Machine▲67

    The only shortcut David's learned after 5 startups? Learning

    2016 · soundcloud.com · its alternatives →

22. 22
    Allen NLP▲72

    An open-source NLP research library, built on PyTorch

    2017 · allenai.org · its alternatives →

23. 23
    Art of Learning▲91

    An inner journey to optimal performance

    2015 · amazon.com · its alternatives →

24. 24
    Business Modeling and Data Mining▲67

    how to solve real world problems with data minining

    2015 · amazon.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 →