Machine Learning-Enhanced Market Segmentation Analysis

Develop an Excel model that applies machine learning clustering techniques to customer segmentation. Use Power Query to import and clean complex datasets, then implement k-means clustering algorithms using array formulas and statistical functions. Create an interactive dashboard that visualizes customer segments, displays key characteristics, and provides predictive insights about customer behavior. Include advanced statistical validation methods and develop VBA macros to automate the entire segmentation process.