Introduction to Supervised Machine Learning in R

Data Science with R Programming 6 min min read Updated: Mar 07, 2026 Beginner
Introduction to Supervised Machine Learning in R
Beginner Topic 1 of 10

What is Supervised Learning?

Supervised learning is a type of machine learning where models are trained using labeled datasets. The algorithm learns patterns between input features and known outputs.

Common Algorithms

  • Linear Regression
  • Logistic Regression
  • Decision Trees
  • Random Forest
  • K-Nearest Neighbors
r library(caret)

Next Tutorial: Linear Regression in R

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