Sep 2019 meetup features Machine Learning on Kubernetes
Mark you calendar for 17th Sep 2019 6:30pm to 8:30pm!
AWS User Group Bengaluru & Cloud Native Computing Foundation are super thrilled in joining hands to host Sep 2019 meetup with our expert speaker Arun Gupta, Principal Technologist, Amazon Web Services. Come join us to enrich your knowledge with Machine Learning on Kubernetes using Kubeflow.
Kubernetes provides isolation, auto-scaling, load balancing, flexibility, and GPU support. These features are critical to run computationally, data-intensive and hard to parallelize machine learning models. Declarative syntax of Kubernetes deployment descriptors makes it easy for non-operationally focused engineers to easily train machine learning models on Kubernetes.
This talk will explain why and how Kubernetes is well suited for single and multi-node distributed training, deploying your machine learning models in production and setting up visualization tools like TensorBoard for monitoring. Specifically it will show how to set up a variety of open-source machine learning frameworks such as TensorFlow on a Kubernetes cluster. The attendees will learn distributed training, messaging and inference phases of setting up a Machine Learning framework on Kubernetes. Attendees will leave with a GitHub repo of fully working samples.
Arun Gupta is a Principal Open Source Technologist at Amazon Web Services. He focuses on everything open source, containers and serverless at AWS. He is responsible for the CNCF strategy within AWS, and participates at CNCF Board and technical meetings actively. He has built and led developer communities for 12+ years at Sun, Oracle, Red Hat and Couchbase. Prior to that he led engineering teams at Sun and is a founding member of the Java EE team.
He has extensive speaking experience in more than 40 countries on myriad topics and is a JavaOne Rock Star for four years in a row. Gupta also founded the Devoxx4Kids chapter in the US and continues to promote technology education among children. An author of several books on technology, an avid runner, a globe trotter, a Java Champion, a JUG leader, NetBeans Dream Team member, and a Docker Captain, he is easily accessible at @arungupta.
Block 05 “A” Wing – Sixth Floor
Pritech Park SEZ
Bellandur, Varthur Hobli,
Bangalore- 560 103
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