Exercise: Creating and Analyzing a KMeans Model

Explore how to create a KMeans clustering model using a provided dataset, calculate cluster centers, and evaluate model performance with inertia. Learn to analyze inertia values across clusters to determine the optimal number using the elbow technique. This lesson strengthens your ability to apply machine learning methods within interactive data apps.