MLOps is alive and well
Practical AI
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MLOps Evolution: From Hype to Realism
This chapter explores the shifting perceptions within the MLOps community regarding high-performance machine learning practices and the impact of Google's standards. It highlights the maturation of the field as professionals move beyond unrealistic benchmarks towards a more sustainable approach. The discussion also addresses the significance of operational management and the role of MLOps in the context of emerging trends like generative AI and language models.
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