Unsupervised Machine Learning Algorithms

This chapter is about unsupervised machine learning algorithms. We aim, by the end of this chapter, to be able to understand how unsupervised learning, with its basic algorithms and methodologies, can be effectively applied to solve real-world problems.

We will cover the following topics:

• Introducing unsupervised learning
• Understanding clustering algorithms
• Dimensionality reduction
• Association rules mining