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hundredfolds turns frontier AI, ML, and data engineering into buildable knowledge: deep-dive articles, research summaries, guided paths, and model playgrounds that run entirely in your browser.
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Logistic Regression, Interactively
Build intuition for logistic regression by training one live in your browser — adjust the learning rate, watch the decision boundary move, no backend required.
What Is the Model Context Protocol?
MCP is the USB-C of AI applications — a single open protocol that lets any model talk to any tool or data source. Here's the mental model.
Build a RAG Pipeline From Scratch in Python
A complete, step-by-step tutorial: build a Retrieval-Augmented Generation system over your own documents using ChromaDB, sentence-transformers, and OpenAI — then measure its quality.
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Train and probe models live — no install, no backend.
Synthetic Dataset Generator
Generate regression and multi-class classification datasets on the fly — linear, polynomial, moons, spirals, checkerboards — and export them as CSV.
Open playground Live in browserLogistic Regression, Interactively
Build intuition for logistic regression by training one live in your browser — adjust the learning rate, watch the decision boundary move, no backend required.
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