Business Intelligence & Analytics
Oracle Autonomous Data Warehouse (ADW) provides a fully automated data warehouse specific features to deliver outstanding query performance. As a fully managed cloud service running on high performance Oracle Infrastructure Cloud (OCI), ADW also comes with a new set of tools such as Zeppelin-based SQL notebooks for advanced analytics and Oracle machine learning. This session will examine the architecture of Oracle ADW and its collaborative environment. Then we will discuss how application developers and data scientists can leverage this environment: how import and export large set of data to/from ADW database instance, and how to build, evaluate, and apply machine learning models with SQL notebooks. With several examples, I will share some troubleshooting experiences and tips of building such advanced analytics and Oracle machine learning applications in Oracle ADW.