Machine Learning for Everyone – Part 2: Spotting Anomalous Data

Case study in R reviewing common concepts regarding how to validate, run and visualize a predictive model on production ranking the most …


A Machine Learning Syllabus

Machine learning is a deep and broad enough field that it could be its own college major. If I was designing a machine learning major, here are the core classes I would include. (This can also serve as a personal study guide.)... (more…)

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The Mathematics of Machine Learning

In the last few months, I have had several people contact me about their enthusiasm for venturing into the world of data science and using Machine Learning (ML) techniques to probe statistical regularities and build impeccable data-driven products. Howeve... (more…)

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