A Guide to Solving Social Problems with Machine Learning

Predictive technology can improve public policy — if we use it right. Read more


Data Science and Machine Learning Primer

(7 Chapters) Gentle introduction to data science and machine learning. We start with a bird's-eye-view of the entire ML workflow and then walk you through exploring your dataset, cleaning it, engineering features, choosing the best ML algorithm, and of co... (more…)

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Machine Learning in a Hurry

This summer I’ve been competing in the SLICED machine learning competition, where contestants have two hours to open a new dataset, build a predictive model, and be scored as a Kaggle submission. Contestants are graded primarily on model performance, but ... (more…)

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