• 2.1 Introduction to clustering

  • 2.1.1 Welcome
  • 2.1.2 Meet your Teachers
  • 2.1.3 Video: Introduction to Clustering
  • 2.1.4 Video: Similarity and Dissimilarity

• 2.2 Clustering Problems and Methods

  • 2.2.1 Overview
  • 2.2.2 Video: Formalizing the problem of clustering
  • 2.2.3 Video: Clustering based on centroid and density
  • 2.2.4 Video: Clustering based on distribution and connectivity

• 2.3 K-Means Clustering

  • 2.3.1 Overview
  • 2.3.2 Video: K-Means Clustering
  • 2.3.3 Reading material and interactive demos

• 2.4 Hierarchical clustering

  • 2.4.1 Overview
  • 2.4.2 Video: Hierarchical clustering

• 2.5 Wrap-up

  • 2.5.1 Overview
  • 2.5.2 Video: Wrap up clustering