1. Separating Content from Monetization Logic
4 lessonsUnderstand why dynamic systems outperform fixed monetization and how to architect separation of concerns.
2. Ad Decisioning Systems and Targeting Rules
5 lessonsBuild the logic layer that selects which ads to serve based on context, audience, and business constraints.
3. Multi-Tier Revenue Models and Audience Segmentation
5 lessonsDesign subscription tiers and ad experiences that monetize different audience segments without alienating users.
4. Inventory Management and Yield Optimization
4 lessonsLearn to forecast, package, and price ad inventory across content catalogs and audience segments.
5. Governance, Creator Control, and Brand Safety
4 lessonsBuild systems that let creators and platforms set boundaries on what ads appear and how.
6. Delivery, Stitching, and Playback Engineering
5 lessonsUnderstand the technical systems that assemble and deliver personalized content streams in real time.
7. Measurement, Attribution, and Revenue Reporting
5 lessonsDesign systems that track ad delivery, completion, and revenue while respecting privacy and accuracy.
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