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R for EHR: From Zero to Machine Learning

A free, hands-on course that teaches R and machine learning with health data, starting from zero.

Level
Beginner to intermediate. No coding background needed.
Scope
Six parts and four appendices, taught on a dataset of 600 fabricated examples: R foundations, a complete supervised machine learning workflow, more supervised methods, unsupervised learning, other kinds of learning, and choosing and comparing methods, ending in a capstone.
Prerequisites
None. You install R and RStudio in Chapter 02.
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