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In version control lingo, we would mostly be working with commit and push/pull scenarios. This presents a nice segue to discuss the tools parts of the version control. There are a lot of options here ...
Version control, also known as source control, is the practice of tracking and managing changes to software code. It has become indispensable to DevOps teams in recent years as rapid development ...
Data is the backbone of every business organization today, and its importance will only grow in 2023. There have been a lot of discussions lately about adopting version control practices for data.
Version control tools also allow developers to change code and test it without fear of losing the existing code if the change doesn’t work, says Jeffrey Hammond, a principal analyst at Forrester ...
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 ...
Iterative.ai is an MLOps company dedicated to streamlining the workflow of data scientists. Today they announced the latest releases of Data Version Control and Continuous Machine Learning open ...
Spine Toolbox is an open source data and workflow management tool to assist with these tasks and can work with models written in any language. Meanwhile, SpineInterface is a Julia package that links ...
Implementing data engineering best practices is only possible with modern tooling. To move faster, data teams need tools for the following. • Data version control.
Version control circa 1981 alongside a 3.5-inch floppy that held much more data. ... Every I download a new version of a part of the tool chain I archive it first and also document the new version ...
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