This workshop uses Oracle Cloud's modern data platform for analytics to enable MovieStream to better understand their customers, predict churn and provide targeted recommendations and promotions. We'll start with two key components of MovieSteam's architecture. MovieStream is storing its data across Oracle Object Storage and Autonomous Database. Data is captured from various sources into a landing zone in object storage. This data is then processed (cleansed, transformed, and optimized) and stored in a gold zone on object storage. Once the data is curated, it is loaded into an Autonomous Database where it is analyzed by many (and varied) members of the user community - from data analysts to data scientists. These users will take advantage of a variety of Autonomous Database capabilities: advanced Oracle SQL to glean customer insights, Oracle Machine Learning to predict churn, and Oracle Spatial and Graph to provide targeted promotions.