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Experimentation and Data Processing in Large-scale Testing at Airbnb
The chapter delves into the concepts of experimentation and data processing at Airbnb, focusing on AB testing and the challenges of real-time event-based processing. It discusses the importance of avoiding premature conclusions and peaking in experimentation, highlighting the trade-offs between speed and statistical power. The chapter also explores the complexities of conducting analytics on a massive scale, emphasizing the need for efficient data tools and infrastructure.