Course Introduction
  • An Introduction to the Course
  • What are we seeking to accomplish?
  • Creating Our Titanic Data Set
  • Summary
  • Quiz
The Modeling Process
  • Defining Our Categorical Variables
  • Renaming Our Columns
  • Clean Missing Age Values
  • Remove Unnecessary Columns
  • Specify Our Response Class
  • Building the Model
  • Summary
  • Quiz
Analyzing The Results
  • Adding a Second Model for Comparison
  • Analyzing the Results
  • What is Cross Validation?
  • Cross Validating Our Results
  • Tuning the Model
  • Publish To Web Service
  • Summary
  • Quiz