Learn Machine Learning the fun way!

Welcome to DataFlippers! Learn machine learning and data science the fun way! DataFlippers allows you to learn through intuitive and fun drag and drop blocks!

Downloads

Windows Download

Linux Download

Getting started

Example Datasets with Lab Questions

These are a series of built in datasets that work with DataFlippers, these are for educational purposes. Each example dataset comes with lab questions, to promote deeper thinking and understanding.

Educational Philosophy

As AI increasingly permeates various aspects of modern life, students and individuals lacking understanding for complex AI models fall prey to corporate propaganda, fear, and a dangerous over-reliance. Understanding how a system works makes it less scary, and promotes true understanding. AI literacy empowers individuals to critically evaluate these systems, fostering informed decision-making and promoting responsible technological usage. Moreover, a basic grasp of AI models can demystify complex technologies, enabling students to navigate a world shaped by intelligent systems with greater confidence and agency.

The goal of DataFlippers is to provide free, open source, and fun software with the goal of promoting AI literacy.

Screenshots

Paper

This software is currently planning to be submitted at JOSE the paper is in works. A draft can be found on the projects GitHub

History and Evolution of software

DataFlippers has changes quite a bit over the course of it’s development! Below are screenshots of the changes!

TimelineProgress Photo
March 2026
December 2025
October 2025

Minimum System Requirements

  • Memory: 4.0 GB RAM
  • Disk Space: 2.0 GB (This is most computers. )