With many organizations having machine learning models running in production, some are discovering that inefficiencies exists in the first step of the process: feature definition and extraction. Robust feature management is now being realized as a key missing part of the ML stack, and improving it by applying standard software development practices is gaining attention.
Originally from KDnuggets https://ift.tt/3eHMCwf
source https://365datascience.weebly.com/the-best-data-science-blog-2020/a-key-missing-part-of-the-machine-learning-stack
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