Machine Learning Model Observability
05/26/22 • 39 min
Oren Razon is CEO and co-founder of Superwise, a startup that builds tools to streamline observability for machine learning models. This episode provides a comprehensive overview of tools and best practices for deploying, monitoring, and managing machine learning models in production.
Download the FREE Report: Trends in Data, Machine Learning, and AI → https://gradientflow.com/2022trendsreport?utm_source=DEpodcast
Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.
Detailed show notes can be found on The Data Exchange web site.
Oren Razon is CEO and co-founder of Superwise, a startup that builds tools to streamline observability for machine learning models. This episode provides a comprehensive overview of tools and best practices for deploying, monitoring, and managing machine learning models in production.
Download the FREE Report: Trends in Data, Machine Learning, and AI → https://gradientflow.com/2022trendsreport?utm_source=DEpodcast
Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.
Detailed show notes can be found on The Data Exchange web site.
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Dataflow Automation
Jeremiah Lowin is co-founder and CEO of Prefect, the company behind the popular open source data workflow orchestration system with the same name. We discussed the major design changes in Prefect 2.0, their move towards treating “code as workflows”, data engineering challenges facing data and ML teams today, and implications of looming trends in machine learning and AI.
Download the FREE Report: State of Workflow Orchestration → https://www.prefect.io/lp/gradientflow?utm_source=gradientflow&utm_medium=newsletter
Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.
Detailed show notes can be found on The Data Exchange web site.
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Download a FREE copy of our recent NLP Industry Survey Results: https://gradientflow.com/2021nlpsurvey/
Subscribe: Apple • Android • Spotify • Stitcher • Google • AntennaPod • RSS.
Detailed show notes can be found on The Data Exchange web site.
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