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4. Akshay Singh - The thin line between data science and data engineering

Towards Data Science

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Managing Feature Drift in Production Systems and Addressing Behavior Change

This chapter explores the concept of feature drift and strategies to catch and address this issue in production systems, including implementing monitoring and setting performance thresholds. It also emphasizes the importance of understanding the interaction between different components of the system and discusses the challenges of dealing with long-term behavior change.

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