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O'Reilly Media author and VP of Developer Experience for lakeFS, helping teams create cost-effective data systems and ML pipelines. Data is the backbone of every business organization today, and its ...

Treeverse, creators of the open-source lakeFS data version control system, today announced the release of lakeFS 1.0. This major update brings production-level stability, security and performance to ...

MLOps, short for machine learning operations, is the equivalent of DevOps for machine learning models: Taking them from development to production, and managing their lifecycle in terms of improvements ...

DVC serves as the easy-to-use Git extension for data version control, designed specifically for data scientists working on single projects with smaller datasets. As a lightweight tool, DVC enables ...

Version control is critical for managing changes to source code over time. Tools that manage changes to source code, programs, documents, or other collections of information are known by a variety of ...

Visualization showing changes made in automation system code. Source: Auvesy Often considered more relevant to IT than operations, version control is just as critical for automation because these ...

You could say that the opposite of version control—from the perspective of internal software development—is chaos. If development teams don’t manage various ...

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