Teradata K-Means Clustering

Skill Name	Teradata K-Means Clustering
Description	K-means clustering for customer segmentation and data grouping
Category	Clustering Analytics
Function	TD_KMeans

Core Capabilities

Complete analytical workflow from data exploration to model deployment
Automated preprocessing including scaling, encoding, and train-test splitting
Advanced TD_KMeans implementation with parameter optimization
Comprehensive evaluation metrics and model validation
Production-ready SQL generation with proper table management
Error handling and data quality checks throughout the pipeline
Business-focused interpretation of analytical results