Unsupervised Learning
Goal: In this module, you will learn about Unsupervised Learning and the various types of clustering that can be used to analyze the data.
Objective: At the end of this module, you should be able to:
• Define Unsupervised Learning
• Discuss the following Cluster Analysis
o K – means Clustering
o C – means Clustering
o Hierarchical Clustering
Topics:
• What is Clustering & its Use Cases?
• What is K-means Clustering?
• How K-means algorithm works?
• How to do optimal clustering
• What is C-means Clustering?
• What is Hierarchical Clustering?
• How Hierarchical Clustering works?
Hands On:
• Implementing K-means Clustering
• Implementing Hierarchical Clustering