There are currently no items in your shopping cart.

User Panel

Forgot your password?.

Getting Started with Machine Learning with R

Linear Regression: Predicting Arrests :
The Course Overview
Your R Environment
Exploring the US Arrests Dataset
Creating Test and Train Datasets
Creating a Linear Regression Model
Scoring on the Test Set
Plotting the Test Results

Classification :
EDA: mtcars
Working with Factors
Scaling Data
Creating a Classification Model
Advanced Formulas
Precision, Recall, and F-Score

Caret :
Introduction to Caret
EDA and Preprocessing
Preparing Test and Train Datasets
Creating a Model
Cross Validation