About Machine Learning 101
Making machine learning accessible through interactive exploration
Mission
Machine learning is transforming the world, but learning it can be intimidating. Complex mathematics, abstract concepts, and setup barriers prevent many curious minds from exploring this fascinating field.
Machine Learning 101 was created to change that. The best way to learn machine learning is through hands-on experimentation and visual exploration. By removing setup barriers and providing interactive visualizations, ML concepts are accessible to everyone.
Machine Learning 101 runs entirely in your browser with zero setup required. Adjust parameters, see results instantly, and build intuition through experimentation. Whether you're a student, professional, or curious learner, Machine Learning 101 helps you understand how algorithms really work.
What Makes This Site Different
Zero Setup, Instant Learning
No installations, no configuration, no backend servers. Everything runs in your browser. Click a link and start learning immediately.
Visual-First Approach
See algorithms work in real-time. Watch gradient descent navigate loss landscapes, observe decision boundaries form, and visualize how models learn from data.
Interactive Experimentation
Adjust learning rates, change datasets, modify architectures. Every parameter is at your fingertips with immediate visual feedback. Learn by doing, not just reading.
Structured Learning Path
Progress from fundamentals to advanced topics. Each module includes explanations, interactive visualizations, and quizzes to test your understanding.
Built with Modern Web Technology
Machine Learning 101 leverages cutting-edge web technologies to deliver a fast, responsive, and accessible learning experience:
Client-Side Computation
All algorithms run in your browser using Web Workers for smooth performance
Interactive Visualizations
Powered by Plotly, D3.js, and custom Canvas rendering for rich graphics
Responsive Design
Works seamlessly on desktop, tablet, and mobile devices
Privacy-Focused
When analytics is enabled, we only collect anonymous data.
Open Source & Community
Machine Learning 101 is an open-source project built for the learning community. We believe that educational resources should be freely accessible to everyone.
Whether you want to contribute new modules, improve existing content, fix bugs, or suggest features, we welcome your participation. Together, we can make machine learning education better for everyone.
Questions or Feedback?
We'd love to hear from you. Whether you have questions, suggestions, or just want to say hello.
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