Introduction to Supervised Machine Learning in R: Data Science with R Programming Guide (2026)

Introduction to Supervised Machine Learning in R in Data Science with R Programming

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

Linear Regression in R

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