Students who complete this unit will demonstrate that they can:

• Describe and explain the use of clustering algorithms in artificial intelligence.
• Design and implement a clustering solution using either K-Means and Expectation Maximization (EM).
• Evaluate the performance of a simple learning system on a real-world dataset.