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R Academy · Lesson

Machine Learning Fundamentals

Get an introduction to essential machine learning concepts and frameworks in R.

1

Introduction to Machine Learning in R

Machine learning enables computers to learn patterns from data and make predictions. R provides multiple libraries for machine learning, including caret and randomForest.

Machine Learning Fundamentals — illustration 1

2

Loading the Caret Package

The caret package simplifies machine learning workflows in R.

library(caret)
data(iris)

All lessons in this course

  1. Regression Models
  2. Time Series Analysis
  3. Machine Learning Fundamentals
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