Unsupervised Learning

Learning Objectives: In this module, you will learn about Unsupervised Learning and the various types of clustering that can be used to analyze the data.

• What is Clustering & its Use Cases?
• What is K-means Clustering?
• How does K-means algorithm work?
• How to do optimal clustering
• What is C-means Clustering?
• What is Hierarchical Clustering?
• How Hierarchical Clustering works?

• Implementing K-means Clustering
• Implementing Hierarchical Clustering

• Unsupervised Learning
• Implementation of Clustering – various types