Tag: MLOps Tool

April 30, 2024

MLOps Maturity Assessment

Author: Vechtomova Maria As more and more companies rely on machine learning to run their daily operations, it’s becoming important to adopt MLOps best practices. However, it can be hard to find structured information on what those best practices actually are and how a company can become more mature in terms of MLOps if they decide to start on that journey. Microsoft’s MLOps maturity model or Google’s definition of MLOps levels is a good start, but they don’t necessarily offer actionable insights on how a project can go from being MLOps immature to achieving 100% MLOps maturity.

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April 30, 2024

The Minimum Set of Must-Haves for MLOps

Author: Başak Tuğçe Eskili In the previous article we introduced MLOps maturity assessment . That assessment can also be interpreted as MLOps standards, a checklist for ML models before they go to production. It is highly recommended to include these standards as part of the “definition of done” in Agile methodology.

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