End-To-End ML with Apache Spark

Abstract

Apache Spark has been an indispensable tool for big-data processing. It provides developers with easy-to-use abstractions for distributed processing based on RDDs. On top of that, the SparkML library empowers data scientist to train advanced machine-learning algorithms in a distributed environment. In this talk, we will go one step further and explore the bests practices for deploying and serving a SparkML model.