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How Earth.com and Provectus implemented their MLOps Infrastructure with Amazon SageMaker

AWS Machine Learning

This blog post is co-written with Marat Adayev and Dmitrii Evstiukhin from Provectus. When machine learning (ML) models are deployed into production and employed to drive business decisions, the challenge often lies in the operation and management of multiple models. The models developed by Earth.com lived across various notebooks.

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How Batman Can Save Your Agile Team

iCiDIGITAL

Rather than going deep on the concept of the Batman role, I want to focus on how Batman can help one type of team in a common situation, especially in smaller development organizations. So, how can our team use Batman? Shift the role to a new developer each week or each iteration in order to prevent burnout among the developers.