Programmatic and Data-Driven Advertising

What You Will Learn

• 1 Learn the foundational architecture of programmatic advertising including ad exchanges, SSPs, DSPs, and real-time bidding mechanics
• 2 Understand audience data types, first-party versus third-party data sourcing, and the evolving privacy-compliant data ecosystem
• 3 Apply data management platform and customer data platform concepts to build actionable audience segments
• 4 Analyze real-time bidding auctions, bid pricing models, and inventory quality signals for efficient media buying
• 5 Explore programmatic buying formats including private marketplaces, programmatic guaranteed, and open exchange trading
• 6 Build multi-channel programmatic strategies across display, video, connected TV, audio, and native inventory
• 7 Develop audience targeting and contextual targeting frameworks that balance reach, relevance, and privacy compliance
• 8 Implement attribution modeling and measurement frameworks to evaluate programmatic campaign effectiveness
• 9 Create brand safety, fraud prevention, and viewability protocols to protect campaign integrity and spend
• 10 Analyze creative optimization techniques including dynamic creative and personalization at scale
• 11 Develop budget allocation and bid optimization strategies using algorithmic and machine-assisted approaches
• 12 Design a comprehensive data-driven advertising strategy integrating governance, measurement, and cross-channel orchestration