This document provides an agenda for a workshop on Hadoop and Spark. It begins with background on big data, analytics, and data science. It then outlines workshops that will be conducted on installing and using Hadoop and Spark for tasks like word counting. Real-world use cases for Hadoop are also discussed. The document concludes by discussing trends in Hadoop and Spark.