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Supervised Learning in R: Classification
In this course you will learn the basics of machine learning for classification.
Supervised Learning in R: Regression
In this course you will learn how to predict future events using linear regression, generalized additive models, random forests, and xgboost.
Unsupervised Learning in R
This course provides an intro to clustering and dimensionality reduction in R from a machine learning perspective.
Machine Learning with caret in R
This course teaches the big ideas in machine learning like how to build and evaluate predictive models.