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Oracle R Enterprise Essentials

The Oracle R Enterprise Essentials course empowers data scientists and analysts to perform high-performance in-database analytics by seamlessly integrating R with Oracle Database. It solves the challenge of moving large datasets by enabling R script execution directly within the database environment, significantly reducing data movement and latency. Learners gain hands-on expertise in ORE architecture, transparency layers, and embedded R execution. This course ensures mastery of advanced statistical analysis and machine learning workflows. Graduates are positioned to leverage the power of Oracle Database for scalable, enterprise-grade R applications and predictive modeling.

16 Hours (2 Days)
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Course Overview

The Oracle R Enterprise Essentials course by Oracle is designed for data analysts, data scientists, and statisticians who need to perform advanced analytics on large datasets using the R programming language within an enterprise database environment. This training prepares learners for roles requiring integration of statistical computing with Oracle Database, particularly those pursuing expertise in Oracle Advanced Analytics. Participants will gain skills aligned with real-world demands, as 78% of Fortune 500 companies now use Oracle Database for mission-critical analytics workloads. The curriculum targets professionals seeking to overcome the memory limitations of open-source R by leveraging Oracle’s in-database processing capabilities for scalable predictive modeling and statistical analysis.

Students engage with core Oracle technologies including Oracle R Enterprise (ORE), the ORE Transparency Layer, OREdm and OREmodels packages, ROracle, and embedded R execution via SQL. Through hands-on labs conducted in a live Oracle Database environment, learners configure R integration with Oracle, build persistent R objects in the database, and execute parallelized R scripts directly from SQL queries. A key project involves creating a time series forecasting model using exponential smoothing on large-scale sales data stored in Oracle tables, demonstrating how to generate predictions and visualizations without extracting data from the database. These exercises emphasize secure, efficient analytics workflows that utilize the Oracle stack for enterprise-grade performance.

While this course does not map to a standalone certification exam, it supports mastery of Oracle Database 12c Advanced Analytics Option features tested in Oracle’s Professional-level database certifications, which are recognized globally for validating high-demand data engineering and analytics skills. Professionals with Oracle Advanced Analytics expertise report average salary increases of 20-30% post-training, reflecting strong market demand. Koenig Solutions enhances this learning path with Guaranteed-to-Run scheduling, official Oracle University courseware, and access to expert instructors for personalized guidance. Completing Oracle R Enterprise Essentials equips data professionals to drive insight at scale, positioning them to lead analytics initiatives that transform raw data into strategic business outcomes.

What You'll Learn

Execute R scripts in-database using the Oracle R Enterprise Essentials framework to leverage high-performance computing. Manage ORE data frames to perform statistical analysis directly on large-scale data stored within the Oracle Database. Deploy predictive models using ORE model persistence to ensure scalable and repeatable analytical workflows. Configure the ORE transparency layer to enable seamless interaction between R objects and database tables. Optimize embedded R execution to run complex analytical routines within the database environment. Implement advanced statistical functions using ORE to accelerate data science projects within Oracle R Enterprise Essentials.

Prerequisites

Recommended knowledge before taking this course
  • Proficiency in R programming language and R syntax, essential for effective data analysis with Oracle R Enterprise Essentials
  • Experience managing Oracle Database 12c or newer versions and performing SQL queries, crucial for integrating R with Oracle databases
  • Familiarity with PL/SQL packages and stored procedures to extend database functionality
  • Understanding of Oracle Net Services and database connectivity to ensure seamless communication between R and Oracle databases
  • Basic knowledge of Linux commands and shell environment to support R package installation and system setup
  • Prior experience installing and configuring R packages and libraries to streamline your Oracle R Enterprise Essentials learning journey
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Certification Exam

Everything you need to know about the Oracle R Enterprise Essentials certification exam

Exam Details
Exam Name
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Not applicable; no certification exam is associated with this software training.
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What's Included in Your Training

Every enrollment comes packed with resources to maximise your learning and exam success

Career Outcomes

74%

of Oracle R Enterprise Essentials certified professionals report career advancement within 6 months

Salary Impact

+17%

Average salary increase reported after obtaining the Oracle R Enterprise Essentials certification

Typical Salary Range (Global)
Entry$90,000–$115,000
Mid$115,000–$145,000
Senior$145,000–$180,000

*Source: Glassdoor / LinkedIn 2025

Job Roles

6
  • Data Analyst
  • Oracle Database Developer
  • R Programmer
  • Analytics Consultant
  • Business Intelligence Analyst
  • Statistical Programmer

Companies Hiring

5,000+
Oracle Accenture Deloitte IBM TCS Infosys Capgemini JP Morgan

and 5,000+ organizations worldwide seeking Oracle R Enterprise Essentials certified professionals

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  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

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    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

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    Sarah K.

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  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “Passed AZ-104 on first attempt. The MCT knew the exact exam patterns and the labs were exactly what Microsoft tests. Worth every penny.”

    Rahul M.

    Rahul M.

    Azure Administrator

    AZ-104 Certified ✓ Verified
  • ★★★★★

    “I trained 15 of my team members for SC-200. Koenig's on-site delivery was seamless and all 15 passed within 3 months.”

    Sarah K.

    Sarah K.

    CISO, Financial Services

    Enterprise Client ✓ Verified
  • ★★★★★

    “The 1-on-1 format was a game changer. My trainer adjusted the pace to my schedule and I cleared PL-300 while working full-time.”

    Ahmed R.

    Ahmed R.

    Business Intelligence Lead

    PL-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

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    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “From AZ-900 to AZ-305 in 6 months. Koenig's structured roadmap and MCT mentoring made the expert level achievable.”

    Priya S.

    Priya S.

    Cloud Solutions Architect

    AZ-305 Expert ✓ Verified
  • ★★★★★

    “As an L&D head I've used 5 training vendors. Koenig's MCT quality, MOC materials, and ESI compliance is in a different league.”

    James T.

    James T.

    Head of L&D, UK Enterprise

    100+ Learners Trained ✓ Verified
  • ★★★★★

    “SC-900 and SC-300 back to back — both cleared first try. The security curriculum at Koenig is incredibly thorough and up to date.”

    Aisha N.

    Aisha N.

    Security Analyst

    SC-300 Certified ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
  • ★★★★★

    “AI-102 was daunting but the trainer broke it down perfectly. Real Azure OpenAI labs made the difference. Highly recommend.”

    David L.

    David L.

    AI Engineer

    AI-102 Certified ✓ Verified
  • ★★★★★

    “DP-600 Fabric certification done in 3 weeks of part-time study. The customised schedule around my timezone was a lifesaver.”

    Mei W.

    Mei W.

    Data Platform Engineer

    DP-600 Certified ✓ Verified
  • ★★★★★

    “Our whole DevOps team got AZ-400 certified through Koenig's corporate training. Smooth logistics and top-tier MCTs throughout.”

    Carlos R.

    Carlos R.

    Engineering Manager

    AZ-400 Team Training ✓ Verified
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