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Using Oracle Machine Learning with Autonomous Database 2024 ELS

Learn to provision and use Oracle Autonomous Database with Oracle Machine Learning for predictive analysis using Python and Jupyter Notebooks, designed for data scientists and database professionals seeking to automate insights. With demand for machine learning skills growing by 45% annually, this course bridges critical cloud analytics gaps.

This course prepares for the Oracle Machine Learning using Autonomous Database 2024 Associate (1Z0-1096-24) certification, featuring Koenig’s official vendor-authorized courseware and 30-day lab access. Gain hands-on expertise to deploy models confidently and advance as a certified Oracle ML specialist.

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Course Overview

The Using Oracle Machine Learning with Autonomous Database 2024 ELS course by Oracle is designed for data scientists, database administrators, and cloud developers seeking expertise in Oracle’s integrated machine learning environment. This training prepares learners for the Oracle Machine Learning Associate (2024) certification exam (1Z0-1096-24), equipping them with skills to build, deploy, and manage machine learning models within Oracle Autonomous Database. With over 80% of Fortune 500 companies leveraging Oracle Cloud for data analytics, this course meets growing industry demand for professionals who can bridge database management with AI-driven insights. Participants will gain hands-on experience in predictive modeling, data visualization, and collaborative workflows essential for modern data-driven decision-making.

This course emphasizes practical, hands-on learning using Oracle’s native tools, including Oracle Machine Learning (OML), Autonomous Transaction Processing (ATP), Oracle Analytics Cloud, and Jupyter Notebooks within the Oracle Cloud Infrastructure (OCI) environment. Students will configure and run machine learning workflows in Oracle Machine Learning Notebooks, build predictive models using Python and SQL, and integrate results into APEX applications. A key lab project involves creating a binary classification model to analyze enterprise data, where learners prepare datasets, train models, and visualize outcomes using OML’s built-in visualization tools. The labs are conducted in a secure, browser-accessible Oracle Cloud lab environment, simulating real-world deployment scenarios.

Completing this course prepares candidates for the Oracle Machine Learning Associate (2024) certification, a credential recognized for validating foundational to intermediate skills in Oracle’s AI and database ecosystem. Certified professionals report average annual salaries ranging from $109,387 to $133,313, reflecting strong market demand for Oracle-certified talent. Koenig Solutions enhances learning with official Oracle courseware, 1-on-1 instructor support, and a Guaranteed-to-Run schedule, ensuring flexible and reliable access to training. By mastering machine learning integration within Autonomous Database, learners position themselves for advanced roles in data science, AI engineering, and cloud architecture, driving innovation in enterprise environments.

What You'll Learn

Provision Oracle Autonomous Database instances to support scalable AI solutions
Create and manage OML workspaces and projects within Oracle's AI ecosystem
Develop machine learning models using Oracle Machine Learning notebooks for accurate insights
Deploy predictive models seamlessly with Oracle Analytics Cloud for real-time decision-making
Collaborate effectively using OML templates and shared projects to accelerate AI development
Monitor and optimize OML jobs and model performance to ensure reliable AI operations

Prerequisites

Recommended knowledge before taking this course
  • ["Experience navigating the Oracle Cloud Infrastructure (OCI) console and provisioning Oracle Autonomous Database is recommended for mastering Using Oracle Machine Learning with Autonomous Database 2024 ELS.", "A solid understanding of SQL and PL/SQL for data manipulation and querying enhances your ability to leverage Oracle's machine learning tools.", "Familiarity with Python syntax and data libraries such as pandas and NumPy is essential for effective data handling in this course.", "Knowledge of machine learning concepts and workflows—including data preprocessing, model training, and evaluation—is crucial for success in Oracle's AI-driven analytics.", "Proficiency in creating and managing database users and roles within Oracle Autonomous Database ensures secure and efficient project setup.", "Hands-on experience with Jupyter Notebooks or similar interactive environments helps you implement Oracle Machine Learning solutions effectively."], "Experience with Oracle Cloud Infrastructure (OCI) console navigation and Autonomous Database provisioning is key to efficiently deploying Oracle Machine Learning models, as outlined in Oracle's official training materials. A working knowledge of SQL and PL/SQL enables you to manipulate data seamlessly within Oracle Autonomous Database, facilitating faster insights. Familiarity with Python and libraries like pandas and NumPy supports data analysis and model development. Understanding machine learning workflows—such as data preprocessing, training, and evaluation—aligns with Oracle's comprehensive approach to AI. The ability to manage database users and roles ensures secure access, vital for enterprise environments. Practical experience with Jupyter Notebooks enhances your ability to develop and test machine learning models interactively, making you more proficient in deploying Oracle's AI solutions. Oracle's training emphasizes these skills, which are proven to improve data-driven decision-making and accelerate digital transformation initiatives."
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Certification Exam

Everything you need to know about the Using Oracle Machine Learning with Autonomous Database 2024 ELS certification exam

Exam Details
Exam Name
Using Oracle Machine Learning with Autonomous Database 2024 ELS
Format
Multiple choice, labs & case studies
Questions
Duration
Passing Score
Validity
Retake Policy
Candidates must wait 14 days before retaking the Using Oracle Machine Learning with Autonomous Database 2024 ELS exam. Candidates may take the exam up to 4 times in a 12-month period, and each attempt requires a new voucher purchase.
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Course Curriculum

Structured learning with hands-on labs and real-world scenarios

1
Day 1– Mastering Oracle Machine Learning with Autonomous Database 2024 ELS
Analyze Oracle Machine Learning (OML) core features Evaluate Oracle Autonomous Database architecture benefits Map Oracle Cloud services for OML integration Apply Autonomous Data Warehouse business use cases Leverage Oracle Analytics Cloud advanced capabilities Contrast traditional analytics with machine learning models Navigate the Oracle Machine Learning home interface Define OML components and system architecture
2
Day 2– Efficient Workspace and Project Management
Provision a secure OML workspace environment Configure granular workspace user permissions Structure projects for optimal data organization Enable seamless project team collaboration Master the OML user interface navigation Deploy an Oracle Autonomous Database instance Integrate projects with database cloud services Audit and monitor workspace resource consumption
3
Day 3– Advanced Notebooks and SQL Scripting
Develop interactive OML notebooks for analysis Utilize the SQL script scratchpad efficiently Execute complex SQL scripts for data processing Manage SQL script import and export workflows Build dynamic notebook input forms for users Standardize output formats within OML notebooks Implement version control for notebook assets Identify SQL command execution restrictions
4
Day 4– AutoML and Predictive Model Development
Utilize AutoML capabilities for automated modeling Operate the AutoML interface within OML4Py Select optimal algorithms for machine learning tasks Train high-performance models using AutoML Assess model performance using standard metrics Implement OML4Py and OML4R for data science Execute K-means clustering for data segmentation Streamline end-to-end predictive modeling workflows
5
Day 5– Collaboration, Automation, and Visualization
Standardize notebooks as reusable templates Distribute templates across enterprise teams Automate and schedule critical OML jobs Review job execution logs for troubleshooting Establish Oracle Analytics Cloud connectivity Construct robust data flow pipelines Visualize predictive insights for stakeholders Track model performance via the UI

What's Included in Your Training

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

Career Outcomes

85%

of Using Oracle Machine Learning with Autonomous Database 2024 ELS certified professionals report career advancement within 6 months

Salary Impact

+28%

Average salary increase reported after obtaining the Using Oracle Machine Learning with Autonomous Database 2024 ELS 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
  • Autonomous Database Specialist
  • AI Database Engineer
  • Cloud Database Architect
  • Oracle Machine Learning Engineer
  • Data Science Consultant
  • Database Administrator with AI Expertise

Companies Hiring

5,000+
Oracle Accenture Deloitte Infosys Wipro TCS Capgemini Cognizant JP Morgan Chase Ernst & Young

and 5,000+ organizations worldwide seeking Using Oracle Machine Learning with Autonomous Database 2024 ELS certified professionals

Real Transformations

Course Student Reviews

Real results from IT professionals who trained with Koenig — rated 4.9/5 from 18,400+ verified reviews.

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  • ★★★★★

    “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.

    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
  • ★★★★★

    “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
  • ★★★★★

    “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.

    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
  • ★★★★★

    “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

Frequently Asked Questions

Everything you need to know about the Using Oracle Machine Learning with Autonomous Database 2024 ELS training course

Is the certification exam included in the Using Oracle Machine Learning with Autonomous Database 2024 ELS course fee?
The Oracle certification exam is not included in the course fee. You must purchase the Oracle 1Z0-1096-24 exam separately for USD $245. Register through Oracle MyLearn to earn your official Oracle Machine Learning Associate credential.
What training formats does Koenig offer for Using Oracle Machine Learning with Autonomous Database 2024 ELS?
Koenig provides live online, 1-on-1, and classroom training for this Oracle course. All public batches are Guaranteed-to-Run, ensuring your session proceeds regardless of enrollment size for a reliable, expert-led learning experience.
How long is lab access provided for Using Oracle Machine Learning with Autonomous Database 2024 ELS?
You receive 30 days of lab access starting from your course date. This secure, Oracle-hosted cloud sandbox allows you to master Autonomous Database and machine learning features without needing local software installations.
What is Koenig's rescheduling policy for Using Oracle Machine Learning with Autonomous Database 2024 ELS?
Koenig offers free rescheduling for requests made over 7 days before the start date. Cancellations with 7+ days' notice qualify for a full refund, ensuring flexibility for your professional development schedule.
What are the details of the Oracle 1Z0-1096-24 exam for this certification?
The exam features 50 multiple-choice questions with a 90-minute limit. You need a 68% score to pass. It validates your skills in Oracle Machine Learning, AutoML, and notebook administration within Autonomous Database.
Is the Oracle certification for Using Oracle Machine Learning with Autonomous Database 2024 ELS lifetime valid?
Oracle certifications remain valid indefinitely. However, Oracle suggests recertifying on newer versions to maintain expertise. Renewal via the latest exam version, such as 1Z0-1096-25, costs $245 to keep your skills current.
What post-training support does Koenig provide for Using Oracle Machine Learning with Autonomous Database 2024 ELS?
Koenig offers 30 days of support, including instructor email access, continued lab usage, and 6 hours of expert consultation. This ensures you master the course material and pass your certification exam confidently.
What prerequisites are required for Using Oracle Machine Learning with Autonomous Database 2024 ELS?
We recommend prior experience with Oracle Autonomous Database, SQL, and basic machine learning concepts. Familiarity with cloud data workflows helps you maximize the value of this Oracle-certified training program.
How does this certification impact career growth for Using Oracle Machine Learning with Autonomous Database 2024 ELS?
Certified professionals earn between $95,000 and $125,000 annually in the U.S. This Oracle credential boosts your credibility for high-demand roles like Data Scientist and Cloud ML Engineer in the AI sector.
Why choose Koenig's instructor-led training for Using Oracle Machine Learning with Autonomous Database 2024 ELS?
Koenig provides structured learning, real-time doubt resolution, and hands-on labs that outperform self-study. With official Oracle materials and Guaranteed-to-Run scheduling, you gain a proven path to mastering complex machine learning concepts.
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