Machine Learning Module 10: Clustering and PCA

Lecture 10.1 Intro to Clustering

Lecture 10.2 K-means Clustering

Lecture 10.3 Principal Component Analysis (PCA)

Lab 10. Use K-Means Clustering to Identify Twitter Topics in RapidMiner

Objectives:

  • To learn how to cluster Twitter data with the K-Means model.

 

Data:

  • Collect about 1,000 tweets in RapidMiner