Tuesday, February 14, 2023
HomeSoftware EngineeringEpisode 522: Noah Present on MLOps : Software program Engineering Radio

Episode 522: Noah Present on MLOps : Software program Engineering Radio

Noah Present, creator of Sensible MLOps, discusses instruments and methods used to operationalize machine studying functions. Host Akshay Manchale speaks with him in regards to the foundational facets of MLOps, resembling fundamental automation via DevOps, in addition to information operations and platform operations wanted for constructing and working machine studying functions at completely different ranges of scale. Noah discusses utilizing the cloud for fast experimentation with fashions and the significance of CI/CD and monitoring to constantly enhance and maintain checks on the efficiency of machine studying mode accuracy. Additionally they discover the regulatory and moral concerns which are necessary in constructing helpful machine studying functions at scale.

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