Life & fun · alternatives · 2026

24 alternatives to An Introduction to Statistical Learning

How to implement the various methods in real life settings

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

1. 1
   Machine Learning▲77

   A visual guide for beginners

   2017 · its alternatives →

2. 2PM
   Python Machine Learning – A Crash Course▲350

   2019 · github.com · its alternatives →

3. 3
   Machine Learning for Absolute Beginners▲12

   A Plain English Introduction to Machine Learning

   2017 · its alternatives →

4. 4
   Bayes Theorem▲65

   A beginners visual approach to Bayesian data analysis

   2017 · its alternatives →

5. 5
   Introduction to Machine Learning▲3

   Machine learning overview for beginners

   2016 · its alternatives →

6. 6
   WhatTheFIsML▲110

   An illustrated guide to understanding Machine Learning

   2016 · its alternatives →

7. 7
   Data Science for Business▲68

   Data mining and data-analytic thinking

   2016 · its alternatives →

8. 8
   Deep Learning▲67

   The textbook for modern machine learning

   2016 · its alternatives →

9. 9
   Data Analysis with Open Source Tools▲69

   How to think about data

   2015 · its alternatives →

10. 10
    Machine Learning▲1

    A Visual Beginners Guide to Machine Learning with Python

    2017 · its alternatives →

11. 11ML
    Machine learning cheat sheet▲166

    2011 · eferm.com · its alternatives →

12. 12
    Naked Statistics▲69

    Build intuition around data

    2016 · its alternatives →

13. 13
    Neural Networks and Deep Learning▲95

    Core concepts behind neural networks and deep learning

    2015 · its alternatives →

14. 14AV
    A Visual and Interactive Guide to the Basics of Neural Networks▲63

    2016 · jalammar.github.io · its alternatives →

15. 15
    Decision Trees and Random Forests▲4

    A Visual Introduction For Beginners

    2017 · its alternatives →

16. 16ML
    Machine learning basics with jupyter notebooks▲15

    2018 · github.com · its alternatives →

17. 17EA
    Empirical – a language for time-series analysis▲111

    2019 · empirical-soft.com · its alternatives →

18. 18
    Naked Statistics▲66

    Stripping the dread from the data

    2016 · its alternatives →

19. 19
    Machine Learning▲6

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

    2017 · its alternatives →

20. 20
    Simple interactive tools to improve statistical intuition▲5

    2022 · tools.laszlokorte.de · its alternatives →

21. 21
    Art of Learning▲91

    An inner journey to optimal performance

    2015 · its alternatives →

22. 22
    Predictive Analytics▲63

    The power to predict who will click, buy, lie, or die

    2016 · its alternatives →

23. 23
    Machine Learning▲4

    An Artificial Intelligence Approach

    2016 · its alternatives →

24. 24PD
    Public Datasets for Machine Learning▲26

    2017 · medium.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 →