Saturday, August 13, 2022
HomeSoftware EngineeringEpisode 522: Noah Present on MLOps : Software program Engineering Radio

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

Noah Gift, author of “Practical MLOps”, discusses MLOps, which are tools are techniques used to operationalize machine learning applications. Host Akshay Manchale spoke to Noah about the foundational aspects such as basic automation through DevOps, data operations and platform operations
that are necessary for building and operating machine learning applications at different levels of scale. Noah talked about using the cloud for quick experimentation of models, the importance of CI/CD and monitoring to continuously improve and keep checks on the performance of machine learning mode accuracy. Noah also talked about regulatory and ethical considerations that are important in building useful machine learning applications at scale.

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