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8min chapter
Global Feature Store // Gottam Sai Bharath & Cole Bailey // #263
MLOps.community
Navigating Streaming Data Challenges
This chapter explores the complexities of implementing and testing features in a streaming data environment, highlighting the need for data consistency checks and quality assurance. It discusses the challenges of managing data across multiple sources and the strategies for maintaining quality and integrity in real-time processing.
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