In this video we will deep dive into the mechanics of running an in-place upgrade from CDH5 or CDH6 to CDP Private Cloud Base. The overall upgrade follows a seven step process.

SQL Stream Builder, part of Cloudera Streaming Analytics, allows developers, analysts, and data scientists to write streaming applications using industry-standard SQL. It provides an interactive experience, so the development process is quick, easy, and productive while taking advantage of Apache Flink’s streaming power. It provides an advanced materialized view engine to interface with applications, tooling, and services via REST API.

In today’s video, we’re going to take a workload that trains an image classification neural net and show how you can use Cloudera Machine Learning to leverage Nvidia GPUs to achieve impressive speed improvements without any substantial code changes.

NVIDIA and Cloudera have partnered to bring NVIDIA GPU acceleration to the Cloudera Data Platform (CDP). In this quick demo, you can see how using GPUs can cut the time of an example ETL Spark job from over two hours to just a few minutes.