Dev tools · alternatives · 2026

24 alternatives to Python for Data Analytics

Online Data Science Training Certificate

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Python for Data Analytics launched in 2024; newer entries below may have overtaken it.

1. 1
   Python for Data Analysis▲72

   Pandas is the most common python library for data analytics

   2016 · amazon.com · its alternatives →

2. 2
   Dataquest▲139

   Online data science and programming training

   2019 · dataquest.io · its alternatives →

3. 3
   How to analyse 100 GB of data on your laptop with Python▲264

   Your home for data science and AI. The world's leading publication for data science, data analytics, data engineering, machine learning, and artificial intelligence professionals.

   2019 · towardsdatascience.com · its alternatives →

4. 4
   Data Science with Python Training▲4

   Data Science with Python Training & Certification Course

   2021 · mindmajix.com · its alternatives →

5. 5
   An Open-Source Data Science Curriculum▲135

   The Open Source Data Science Masters. Contribute to datasciencemasters/go development by creating an account on GitHub.

   2014 · github.com · its alternatives →

6. 6
   Intro to Python and Programming for non-CS majors▲211

   An intro to Python & programming for wanna-be data scientists - webartifex/intro-to-python

   2020 · github.com · its alternatives →

7. 7
   DataPen.io▲118

   A curation of free data science resources

   2023 · datapen.io · its alternatives →

8. 8
   ChatGPT Data Science▲103

   Use ChatGPT to become a master in data science

   2023 · davidecamera.gumroad.com · its alternatives →

9. 9
   Python for Data Analytics▲1

   Online Data Science Training Program, Data Science Course

   2024 · blog.consoleflare.com · its alternatives →

10. 10
    Python for Data Science Certification Training Course▲3

    Gain expertise in Data Science with Python

    2016 · simplilearn.com · its alternatives →

11. 11DA
    dstack – an open-source tool to build data applications easily▲134

    Dear HN, I am Riwaj, the cofounder of dstack.ai (https://github.com/dstackai). A few months ago, we built an online service that allows users to publish data visualizations from Python or R. The idea was to build a tool that did not require additional programming or front-end development for publishing data visualizations. Such a code can be invoked from either Jupyter notebook, RMarkdown, Python, or R scripts. Once the data is pushed, it can be accessed via a browser. Open-sourcing dstack: During our customer discovery phase, we realized that dstack.ai should integrate a lot…

    2020 · its alternatives →

12. 12
    Retorch AI▲81

    A GPT-4 powered data science team for everyone

    2023 · its alternatives →

13. 13
    Learn SQL with Codecademy and Periscope▲249

    Learn SQL - the preferred tool of data analysts everywhere …

    2015 · codecademy.com · its alternatives →

14. 14AL
    A little notebook for learning linear algebra with Python▲190

    2025 · little-book-of.github.io · its alternatives →

15. 15DP
    Diva – Python package for creating interactive dashboards▲31

    2017 · diva.readthedocs.io · its alternatives →

16. 16
    AlmaBetter▲9

    Data Science Course Overview

    2025 · almabetter.com · its alternatives →

17. 17BA
    Bamboolib – A GUI for Pandas (Python Data Science)▲119

    2019 · bamboolib.com · its alternatives →

18. 18
    DataBasic▲95

    Easy-to-use web tools for beginners

    2016 · databasic.io · its alternatives →

19. 19OD
    Online Data Science Courses for $10▲81

    2015 · teamleada.com · its alternatives →

20. 20
    Brayniac▲108

    Data analysis made easy and fun

    2023 · brayniac.io · its alternatives →

21. 21
    We Do Data Science▲78

    No code Data Science in your browser

    2022 · wedodatascience.com · its alternatives →

22. 22
    Data Science from Scratch▲76

    Data Science and Python, starting at zero

    2015 · joelgrus.com · its alternatives →

23. 23
    Data Science & it's Essentials▲77

    Must haves for a Data Scientist

    2016 · simplilearn.com · its alternatives →

24. 24
    Data Analytics Masters▲3

    Data analytics course in hyderabad

    2025 · dataanalyticsmasters.in · 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 →