This training course provides an in-depth overview of Hadoop and Amazon Web Services MapReduce. It covers Hadoop architecture and components like HDFS, MapReduce, YARN and Hadoop ecosystem projects. Exercises include hands-on with Hadoop cluster setup in single and multi-node modes, loading and processing data using MapReduce, Hive, Pig and HBase. The course also discusses deploying Hadoop clusters, administration, use cases, cloud computing with Hadoop and certification preparation.