This book and its related website introduce a modern approach to econometrics education that integrates theoretical foundations with cloud-based computation and AI-enhanced learning tools. Designed as a computational companion to A. Colin Cameron’s “Analysis of Economics Data: An Introduction to Econometrics”, it addresses persistent challenges in learning econometrics—passive textbook engagement, technical barriers, and the gap between theory and implementation—by combining three pillars: foundational econometric concepts, interactive Python notebooks accessible through a zero-installation cloud environment, and AI-powered learning resources.