May 2-4, 2018 - Copenhagen, Denmark
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Thursday, May 3 • 14:45 - 15:20
Bringing Your Data Pipeline into The Machine Learning Era - Chris Gaun & Jörg Schad, Mesosphere (Intermediate Skill Level)

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Kubeflow is a new tool that makes it easy to run distributed machine learning solutions (e.g. Tensorflow) on Kubernetes. However, much of the data that can feed machine learning algorithms is already in existing distributed data stores. This presentation shows how to connect existing distributed data services running on Apache Mesos to Tensorflow on Kubernetes using the Kubeflow tool.  

Chris Gaun will show you how this existing data can now leverage machine learning, such as Tensorflow, on Kubernetes using the Kubeflow tool. These lessons can be extrapolated to any local distributed data. 



Chris Gaun is a CNCF ambassador and product marketing manager at Mesosphere. He has presented at Kubecon in 2016 and has put on over 40 free Kubernetes workshops across US and EU in 2017.
avatar for Jörg Schad

Jörg Schad

CTO, ArangoDB
Jörg Schad is the CTO at ArangoDB. In a previous life, he has worked on or built machine learning pipelines in healthcare, distributed systems, including early Kubernetes code at Mesosphere, and in-memory databases. He received his Ph.D. for research about distributed databases and... Read More →

Thursday May 3, 2018 14:45 - 15:20 CEST
  Machine Learning & Data, Intermediate