This Oracle R Enterprise Essentials training will teach you how to leverage the Oracle Database as a high performance computing platform from the powerful R statistical programming language and environment. Overcome the memory limitations of the open source client R engine. Prepare data, perform statistical analysis, and build predictive models on Big Data data sets that are generally impossible with open source R. Generate graphics and invoke R scripts from SQL for integration with the Oracle stack!
Start up R, load ORE, and connect to Oracle Database.
Use common constructs of the R language.
Use the ORE Transparency Layer.
Use ORE for embedded R execution.
Use ORE predictive analytics packages.
Benefits To You
By taking this course, you will get a chance to manipulate database data using the R language. You will develop the knowledge and skills to use Oracle Database for predictive analysis using R. Leverage the database server machine for executing R scripts from SQL and R, both individually and in a data-parallel and task-parallel manner.
Oracle has adopted R as a language and environment to support statisticians, data analysts, and data scientists in performing statistical data analysis and advanced analytics, as well as generating sophisticated graphics. Oracle R Enterprise (ORE) is a component of the Oracle Database Advanced Analytics Option. ORE makes the open source R statistical programming language and environment ready for the enterprise and big data.
Start up R
and connect to Oracle Database
Apply R Language Basics
Use the ORE Transparency Layer
Use ORE for embedded R execution
Use ORE predictive analytics packages
Interact directly with Oracle Database objects using ROracle
Experience with statistics
R programming experience
Introducing Oracle R Enterprise
Using R: What, Who, and Why
R User Interfaces
Oracle’s Strategy for R
Getting Started with ORE
Prerequisites for Using ORE
Starting R and Loading ORE
Basic Database Interaction with ORE
Introducing the R Language and Environment
Accessing R Help
R language basics
Debugging with R
Producing Graphs in R and ORE
R Graph Types
R Graphics Packages
Overloaded Functions for ORE
Using the ORE Transparency Layer - Part 1
Introducing the Transparency Layer
Working with Oracle Database
ORE Packages, Classes, and Functions
Common Data Transformations and Data Type Mapping
Using the ORE Transparency Layer - Part 2
In-database Sampling and Random Partitioning
Case Study Examination
ORE Embedded R Execution - R Interface
Rationale for Embedded R Execution
Embedded R Execution
Connecting to Databases from an Embedded R Function
Generating Graphs within an Embedded R Function
ORE Embedded R Execution - SQL Interface
Embedded R Execution
Using R Scripts in the Database Repository
Generating Output Using rq*Eval Functions
Parallel Execution for Embedded R Scripts
Using ORE Predictive Analytics - Part 1
Using Functions in the OREdm Package
Using Functions in the OREmodels Package
Using ORE Predictive Analytics - Part 2
Scoring data within R models in the database
Preparing Time Series Data
Exponential Smoothing for Time Series Data Predictions
https://www.exitcertified.com/training/oracle/systems/engineered-systems/r-enterprise-essentials-ed-1-new-45521-detail.htmlD92440GC10Oracle R Enterprise Essentials Ed 1 (Training On Demand)https://assets.exitcertified.com/assets/CourseImages/03373fac58/AdobeStock_230837376__FitMaxWzEwMDAsMTAwMF0.jpg1360.00USDInStock/Training/Oracle/Systems/Engineered SystemsThis Oracle R Enterprise Essentials training will teach you how to leverage the Oracle Database as a high performance computing...1360.00OracleSelf Paced2016-01-22T03:00:05+00:00USD