This strategic course explores how AI transforms marketing effectiveness through data-driven optimization and automation. Students learn customer acquisition modeling, campaign optimization, marketing mix modeling, attribution analysis, and programmatic advertising. The curriculum covers A/B testing automation, content optimization, audience targeting, and marketing performance prediction. Participants gain skills to implement AI-powered marketing systems that maximize ROI, personalize customer journeys, optimize budget allocation across channels, and automate campaign management while maintaining brand consistency and customer engagement.