AI · alternatives · 2026

24 alternatives to The Definitive Guide to Machine Learning

A brief introduction to Machine Learning

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. The Definitive Guide to Machine Learning launched in 2015; newer entries below may have overtaken it.

1. 1PM
   Python Machine Learning – A Crash Course▲350

   2019 · github.com · its alternatives →

2. 2
   Deep Learning▲67

   The textbook for modern machine learning

   2016 · its alternatives →

3. 3
   Machine Learning for Absolute Beginners▲12

   A Plain English Introduction to Machine Learning

   2017 · its alternatives →

4. 4
   Introduction to Machine Learning▲3

   Machine learning overview for beginners

   2016 · its alternatives →

5. 5
   Machine Learning▲6

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

   2017 · its alternatives →

6. 6
   WhatTheFIsML▲110

   An illustrated guide to understanding Machine Learning

   2016 · its alternatives →

7. 7
   Neural Networks and Deep Learning▲95

   Core concepts behind neural networks and deep learning

   2015 · its alternatives →

8. 8
   Machine Learning▲77

   A visual guide for beginners

   2017 · its alternatives →

9. 9
   Talking Machines - Solving intelligence and machine learning fundamentals▲56

   Guest: Nando de Freitas (Oxford, Google DeepMind)

   2015 · its alternatives →

10. 10ML
    Machine Learning Algorithms▲5

    2016 · recalll.co · its alternatives →

11. 11
    Machine Learning▲4

    An Artificial Intelligence Approach

    2016 · its alternatives →

12. 12
    Machine Learning▲1

    A Visual Beginners Guide to Machine Learning with Python

    2017 · its alternatives →

13. 13ML
    Machine learning cheat sheet▲166

    2011 · eferm.com · its alternatives →

14. 14
    An Introduction to Statistical Learning▲60

    How to implement the various methods in real life settings

    2016 · its alternatives →

15. 15AD
    About Deep Learning, Machine Learning and Neural Networks▲5

    2020 · medium.com · its alternatives →

16. 16MT
    MonkeyLearn – Text Mining Made Easy▲40

    2015 · monkeylearn.com · its alternatives →

17. 17PD
    Public Datasets for Machine Learning▲26

    2017 · medium.com · its alternatives →

18. 18
    VectorHack▲7

    Machine learning news and insights

    2017 · its alternatives →

19. 19AV
    A Visual and Interactive Guide to the Basics of Neural Networks▲63

    2016 · jalammar.github.io · its alternatives →

20. 20XF
    Xcessiv – Fully managed web application for automated machine learning▲108

    2017 · github.com · its alternatives →

21. 21
    Deep Learning▲8

    Taking machine learning to the next level

    2016 · its alternatives →

22. 22MA
    MLflow – A platform for the complete machine learning▲5

    2018 · mlflow.org · its alternatives →

23. 23
    TensorFlow 1.0▲80

    Open-source machine learning library by Google

    2018 · its alternatives →

24. 24
    R2D3▲5

    A Visual Introduction to Machine Learning

    2017 · 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 →