Section: Machine Learning•ID #139

Hierarchical Agglomerative Clustering

Step 1: TheoryTheory Article

Hierarchical Clustering Overview

Study the core concepts and background material for this learning item.

Step 2: PracticeKaggle Workbook

Explore Your Data Exercise

Solve the challenges and apply your knowledge interactively.

Medium25 min estimated study

Overview

Perform bottom-up sample grouping trees utilizing average and complete linkage math models.

Learning Objectives

  • Explain difference between single, complete, and average linkage
  • Construct bottom-up agglomerative clustering trees

Prerequisites

Locked

Tracking Control

Completion Reward+250 XP
Study Checklist
Studied theory resource
Completed practice exercise