Edinburgh, Scotland, UK
October 21 & October 25 | Co-Located Events, Tutorials, & Workshops
October 22-24 | Conference
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Tuesday, October 23 • 14:30 - 15:10
Machine Learning Made Easy on Kubernetes. DevOps for Data Scientists - Brian Redmond, Microsoft

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Though machine learning and AI are immensely powerful, these solutions are by no means easy. In many cases, there are many diverse components that are not designed to work together. Additionally, these models are most efficient when running on large scale clusters that can be more difficult to manage. Configuration and deployment is often left to data scientists who are wasting time on infrastructure and not on data science itself.

Kubernetes to the rescue! In this session I will talk about how machine learning can be greatly improved by implementing ML solutions on top of Kubernetes with containers. I will include demos of big data and machine learning workflows with solutions such as Kubeflow (Tensorflow, JupyterHub), Apache Spark, and Kubernetes of course.

This talk is for both data scientists and infrastructure/SRE teams alike helping bring the benefits of DevOps to AI and machine learning.

avatar for Brian Redmond

Brian Redmond

Cloud Native Specialist, Microsoft
I am a Cloud Native Specialist on the Azure Global Black Belt Team at Microsoft. I focus on containers, microservices, Kubernetes, and supporting Open Source solutions in the Azure cloud platform. I have been working in technology for over 25 years and have a mixed background from... Read More →

Tuesday October 23, 2018 14:30 - 15:10 BST
Fintry Auditorium, Level 3