Data Operations - Machine Learning in Production

DataOps: Machine Learning in Production

Presented By Stepan Pushkarev
Stepan Pushkarev
Stepan Pushkarev
CTO at Hydrosphere.io
Stepan Pushkarev is a CTO of Hydrosphere.io. His background is in engineering of data platforms. He spent last couple of years building continuous delivery and monitoring tools for machine learning applications as well as designing streaming data platforms. He works closely with data scientists to make them productive and successful in their daily operations.



Presentation Description

Join Stepan Pushkaren of Hydrosphere.io in this talk to understand how to leverage machine learning techniques to scale data operations effectively. Learn how to design your ML application to be production ready from day one and how to switch from notebooks to deployable and maintainable software. Determine how to deploy, serve and monitor prediction pipelines and how to re-train models in production. 

Presentation Curriculum

Overview
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DataOps: Machine Learning in Production
54:33
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