This document provides an introduction to using Hadoop on Amazon Cloud, including running sample big data web analytics apps, specifying the location and instances for Elastic Map Reduce (EMR) clusters, and logging. It also recommends tutorials for running optimized parallel processing on big data jobs using Amazon EMR and R, including using the segue package to connect R and Hadoop clusters.