Cluster Analysis, Association Mining, and Model Evaluation

About this course

Welcome to Cluster Analysis, Association Mining, and Model Evaluation. In this course we will begin with an exploration of cluster analysis and segmentation, and discuss how techniques such as collaborative filtering and association rules mining can be applied. We will also explain how a model can be evaluated for performance, and review the differences in analysis types and when to apply them.

What you will learn

• Cluster analysis and segmentation
• Collaborative filtering and market basket analysis
• Applications of classification- and regression-type prediction models