2022•Apress eBooksRequires access

Oracle Machine Learning in Autonomous Database

Adrian Png, Heli Helskyaho

Abstract

Oracle Machine Learning (OML) harnesses the massive power of a database to process data for the machine learning process, without the hassle of moving the data outside the database, or risking the data security. OML supports three programming languages: SQL (OML4SQL), R (OML4R), and Python (OML4Py). SQL and Python are automatically available in an Oracle Autonomous Database via their APIs. Soon, also R will most likely be available. Currently R is only available on Oracle Database, not on Autonomous Database.

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Key concepts: PL/SQL, Oracle, Computer science, Oracle database, Python (programming language), SQL, Oracle Unified Method, Database