I Am Once Again Asking "What is MLOps?" // Oleksandr Stasyk // #308
MLOps.community
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Shifting Left: Enhancing MLOps Through Testing
This chapter explores the integration of software engineering best practices within the MLOps framework, particularly emphasizing the concept of 'shifting left'. It highlights the critical role of early testing and continuous integration in streamlining development cycles while managing complexities associated with data compared to code. The discussion also reveals the importance of catching issues early in the MLOps lifecycle to reduce costs and risks during production.
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