Machine Learning

Clustering

Explore how clustering groups similar data points in machine learning.

Goal:

Learn how similar data points are grouped.

3Lessons

6Micro-lessons

IntermediateDifficulty

Lesson 1

Delve into the basics of clustering and its importance in machine learning.

Start2 Micro-lessons

Micro lesson 1

K-Means Clustering

Micro lesson 2

Hierarchical Clustering

Lesson 2

Explore different clustering techniques and their applications.

Start2 Micro-lessons

Micro lesson 1

Density-Based Clustering

Micro lesson 2

Choosing the Right Technique

Lesson 3

Identify common challenges and how to overcome them in clustering.

Start2 Micro-lessons

Micro lesson 1

Handling Outliers

Micro lesson 2

Evaluating Clustering Results