Deep Learning at Extreme Scale in the Cloud with Apache Kafka and TensorFlow

Kai Waehner

This talk shows how to build Machine Learning models at extreme scale and how to productionize the built models in mission-critical real time applications by leveraging open source components like TensorFlow and the Apache Kafka open source ecosystem in the public cloud - and why this is a great fit for machine learning at extreme scale. A live demo shows sensor analytics for predictive alerting in real time.

Language: English

Level: Intermediate