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
Getting started
- My First AI Model
- Regression Versus Classification
- 1. Introduction
- 2. Statistical Analysis
- 3. Regression
- 4. Classification
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!
| Timeline | Progress Photo |
|---|---|
| March 2026 | ![]() |
| December 2025 | ![]() |
| October 2025 | ![]() |
Minimum System Requirements
- Memory: 4.0 GB RAM
- Disk Space: 2.0 GB (This is most computers. )
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