Medium

This post details how Netflix is using causal machine learning to support content decision-makers. It explains the challenges of moving beyond correlation to causation in content analysis and outlines a framework for applying causal inference techniques. The post discusses the importance of understanding the true impact of creative choices on member engagement and satisfaction, providing actionable insights for content strategy and production. It surveys various approaches to causal ML in this domain.