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.
Modeling with tidymodels in R
Learn to streamline your machine learning workflows with tidymodels.
Machine Learning with Tree-Based Models in R
Learn how to use tree-based models and ensembles to make classification and regression predictions with tidymodels.