Foundation of Regression Models in Data Science

The book explains the foundation of regression models in compelling narratives without using complex formulas. It communicates regression techniques by crafting stories that drive strategic action. Each chapter is structured to build understanding progressively, starting with the core intuition behind linear models and advancing to the integration of regression within contemporary AI systems. Readers will follow the journey of Amara, a fictional analyst whose career trajectory mirrors that of many data professionals today. Through her experiences, regression transcends its role as a mere statistical tool, becoming a powerful method of clear thinking, reasoning, and communication.