December 29, 2019

166 words 1 min read

One-click deployment for containerized ML and DL environments

One-click deployment for containerized ML and DL environments

Nanda Vijaydev explains how to spin up instant ML/DL environments using containersall while ensuring enterprise-grade security and performance. Find out how to provide your data science teams with on-demand access to the tools and data they need, whether on-premises or in the cloud.

Talk Title One-click deployment for containerized ML and DL environments
Speakers Nanda Vijaydev (BlueData)
Conference O’Reilly Artificial Intelligence Conference
Conf Tag Put AI to Work
Location New York, New York
Date April 16-18, 2019
URL Talk Page
Slides Talk Slides
Video

Nanda Vijaydev explains how to spin up instant ML/DL environments using containers—all while ensuring enterprise-grade security and performance. Specifically, you’ll discover how to deploy containerized ML/DL environments (e.g., for H2O Driverless AI, TensorFlow, and BigDL with Apache Spark) using the BlueData EPIC software platform. Along the way, you’ll explore the inference aspects of large-scale distributed data pipelines. Find out how to provide your data science teams with on-demand access to the tools and data they need, whether on-premises or in the cloud.

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