Oracle R Enterprise (ORE), a component of the Oracle Advanced Analytics Option, provides a comprehensive, database-centric environment for end-to-end analytical processes in R, with immediate deployment to production environments. Entire R scripts can be operationalized in production applications – eliminating the need to port R code. Using ORE with Oracle Database enables R users to transparently analyze and manipulate data in Oracle Database thereby eliminating memory constraints imposed by client R engines. In this hands-on lab, attendees will work with the latest Oracle R Enterprise software, getting experience with the ORE transparency layer, embedded R execution, and the statistics engine. Working with the instructors through scripted scenarios, users will understand how R is used in combination with Oracle Database to analyze large volume data.