Edinburgh, Scotland, UK
October 21 & October 25 | Co-Located Events, Tutorials, & Workshops
October 22-24 | Conference
Find out more information for Open Source Summit + Embedded Linux Conference & OpenIoT Summit Europe 2018

Please note that you can view and download presentations on the Open Source Summit and Embedded Linux Conference + OpenIoT Summit slides pages. 
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Monday, October 22 • 12:05 - 12:45
Kubeflow++ - Building and Operating a OSS Data Science Platform - Jörg Schad, Mesosphere

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There are many great tutorials for training your deep learning models using TensorFlow, Keras, Spark or one of the many other frameworks. But training is only a small part of the overall deep learning pipeline. This talk gives an overview of building a complete deep learning pipeline starting with interactive notebooks, to distributed training, CI/CD automation, and then serving and monitoring the trained models. In this workshop, we will build a complete deep learning pipeline starting from exploratory analysis, to training, model storage, model serving, and monitoring.

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 →

Monday October 22, 2018 12:05 - 12:45 BST
Tinto, Level 0