
MLflow 2.0 And How Large-Scale Projects Are Managed In The Open Source - ML 096
Adventures in Machine Learning
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Challenges in Developing Solutions for Specific Requirements
This chapter discusses the challenges faced by organizations when developing solutions for their specific requirements, including the preference of smaller, nimble teams to design niche-specific tooling. It also explores the motivation behind MLflow as a platform to solve problems for all organizations and the impact of engineering teams on MLOps outside of the database realm.
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