Managing Dataset Versions in Long-Term ML Projects

Long-term ML project involves developing and sustaining applications or systems that leverage machine learning models, algorithms, and techniques. As a result of the life span of these apps and systems, the ML models associated require to be constantly updated, redeployed, and maintained, which means that they require proper dataset version management.  An example of a…

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