Oracle Machine Learning for R
Release 1.5.1
Oracle Machine Learning for R (OML4R) makes the open source R statistical programming language and environment ready for the enterprise and big data. Designed for problems involving large amounts of data, Oracle Machine Learning for R integrates R with Oracle Database.
R users can run R commands and scripts for statistical and graphical analyses on data stored in the Oracle Database, and can develop, refine and deploy R scripts that leverage the parallelism and scalability of the database to automate data analysis.
Get Started
Tasks
- Learn the OML4R Installation Steps
- Download OML4R Components
- Install Oracle R Distribution
- Install the OML4R Server
- Install the OML4R Client
- Connect to the OML4R Server
- Create R Objects for In-Database Data
- Move Data Between Your R Session and the Database
- Save R Objects in the Database
- Prepare Data in the Database
- Explore Data
- Manipulate Data with dplyr Functions
- Build Oracle Machine Learning for R Models
- Build Oracle Machine Learning for SQL Models
- Cross-Validate Models
- Predict with R Models
- Use the R Interface for Embedded R Execution
- Use the SQL Interface for Embedded R Execution