Oracle AI Autonomous Database 2025 Professional Study Guide 2025: Updated Prep Materials
Get ready for the Oracle AI Autonomous Database 2025 Professional certification with our comprehensive 2025 study guide. Updated with the latest exam objectives, study strategies, and expert tips to help you pass on your first attempt.
Exam Quick Facts
Why This 2025 Guide?
Prepared with the latest exam objectives and proven study strategies
2025 Updated
Reflects the latest exam objectives and content updates for 2025
Exam Aligned
Covers all current exam domains with accurate weightings
Proven Strategies
Time-tested study techniques from successful candidates
Fast Track Path
Efficient study plan to pass on your first attempt
Complete Study Materials
Comprehensive 2025 study guide for Oracle AI Autonomous Database 2025 Professional
Complete Study Guide for Oracle AI Autonomous Database 2025 Professional
The Oracle AI Autonomous Database 2025 Professional certification (1Z0-931-25) validates your expertise in deploying, managing, and leveraging AI-powered features within Oracle's Autonomous Database platform. This certification demonstrates proficiency in database architecture, AI/ML integration, vector search capabilities, and advanced database operations in Oracle Cloud Infrastructure.
Who Should Take This Exam
- Database Administrators seeking to specialize in autonomous database technologies
- Cloud Database Engineers working with Oracle Cloud Infrastructure
- Data Scientists and ML Engineers integrating AI capabilities with databases
- Solutions Architects designing autonomous database solutions
- Database Developers leveraging AI features in applications
Prerequisites
- Solid understanding of Oracle Database fundamentals
- Experience with Oracle Cloud Infrastructure (OCI) basics
- Familiarity with SQL and PL/SQL programming
- Basic knowledge of AI/ML concepts and vector databases
- Understanding of database security and management principles
Official Resources
Oracle Autonomous Database Official Documentation
Comprehensive documentation covering all aspects of Oracle Autonomous Database including administration, development, and AI features
View ResourceOracle University Certification Page
Official certification landing page with exam requirements and registration information
View ResourceOracle Autonomous Database Product Page
Product overview, features, and use cases for Oracle Autonomous Database
View ResourceOracle AI Vector Search Documentation
Detailed guide on implementing and using Oracle AI Vector Search capabilities
View ResourceOracle Cloud Infrastructure Documentation
Complete OCI documentation including networking, security, and infrastructure components
View ResourceOracle LiveLabs - Autonomous Database Workshops
Free hands-on workshops and tutorials for Oracle Autonomous Database
View ResourceOracle Database 23ai New Features
Overview of new AI and machine learning features in Oracle Database 23ai
View ResourceAutonomous Database Cloud Tutorials
Step-by-step tutorials for common Autonomous Database tasks
View ResourceRecommended Courses
Recommended Books
Oracle Autonomous Database: A Practical Guide for Developers and DBAs
by Nilay Yener
Comprehensive guide covering architecture, deployment, and management of Oracle Autonomous Database with practical examples
View on AmazonOracle Database 23c: New Features for Administrators
by Oracle Press
Covers new AI and ML features including vector search and Select AI in Oracle Database 23c
View on AmazonOracle Cloud Infrastructure Architect Associate All-in-One Exam Guide
by Roopesh Ashok Kumar
Essential OCI knowledge needed for understanding Autonomous Database deployment context
View on AmazonExpert Oracle Database Architecture
by Thomas Kyte and Darl Kuhn
Deep dive into Oracle Database architecture fundamentals essential for understanding Autonomous Database
View on AmazonPractice & Hands-On Resources
Oracle Cloud Free Tier
Always Free resources including Autonomous Database instances for hands-on practice without cost limits
View ResourceOracle LiveLabs
Free interactive workshops with pre-configured environments for Autonomous Database, AI features, and vector search
View ResourceOracle Autonomous Database Tutorials
Step-by-step guided tutorials covering provisioning, management, and advanced features
View ResourceOracle University Practice Tests
Official practice exams that simulate the actual certification test environment
View ResourceOracle Learning Explorer Program
Free learning paths and hands-on labs for Oracle Cloud technologies
View ResourceGitHub Oracle Database Examples
Code samples and examples for Oracle AI Vector Search and machine learning features
View ResourceOracle APEX Autonomous Database Workshops
Hands-on workshops for building applications on Autonomous Database
View ResourceCommunity & Forums
Oracle Community Forums - Autonomous Database
Official Oracle forums with discussions on Autonomous Database features, troubleshooting, and best practices
Join CommunityReddit - r/oracle
Community discussions about Oracle technologies including Autonomous Database and certification experiences
Join CommunityOracle ACE Program Blog
Expert insights and technical articles from Oracle ACEs covering advanced Autonomous Database topics
Join CommunityOracle Developers Discord
Real-time chat community for Oracle developers and DBAs to discuss technologies and share knowledge
Join CommunityOracle Cloud Infrastructure Blog
Official blog with updates on new features, best practices, and use cases for OCI and Autonomous Database
Join CommunityReddit - r/OracleCloud
Community for Oracle Cloud Infrastructure discussions including Autonomous Database deployment and management
Join CommunityOracle Learning Community
Study groups, certification preparation tips, and peer support for Oracle certification candidates
Join CommunityStudy Tips
AI Features Focus Strategy
- Dedicate 35-40% of study time to AI features and vector search since it's 30% of the exam
- Create a personal lab environment using OCI Always Free tier to practice vector embeddings
- Work through at least 5 hands-on vector search scenarios using different similarity algorithms
- Understand Select AI configuration and practice natural language to SQL conversions
- Study integration patterns between Autonomous Database and external LLM services
Hands-On Practice Approach
- Provision at least 3 different types of Autonomous Databases (ATP, ADW, AJD) to understand differences
- Practice all data loading methods including Object Storage integration, Data Pump, and SQL Loader
- Complete minimum 10 Oracle LiveLabs workshops covering different exam domains
- Create and test disaster recovery scenarios with cloning and backup/restore
- Implement at least one end-to-end AI application using Autonomous Database
Documentation Mastery
- Bookmark and regularly review the AI Vector Search documentation - expect detailed questions
- Create a personal reference guide of key SQL commands for vector operations
- Study the differences between VECTOR_DISTANCE functions and when to use each
- Understand all Performance Hub views and monitoring queries
- Review OCI IAM policy syntax for Autonomous Database resource access
Architecture Understanding
- Draw architecture diagrams for different deployment scenarios (public, private endpoint, shared/dedicated)
- Understand the automatic maintenance window behavior and how to customize it
- Study the auto-scaling triggers and how CPU and storage scaling differ
- Know the backup retention policies and restore point objectives
- Understand multi-tenant architecture and resource allocation in shared infrastructure
Exam-Specific Preparation
- Focus on 'why' questions - understand reasoning behind architecture decisions, not just 'how'
- Expect scenario-based questions requiring you to choose optimal configurations
- Study the new 23ai features thoroughly as this is a 2025 exam version
- Practice identifying appropriate use cases for each Autonomous Database service type
- Memorize key limits and quotas (CPU cores, storage, concurrent connections)
- Understand cost optimization strategies including auto-scaling and stop/start operations
Common Pitfalls to Avoid
- Don't confuse Autonomous Database features with regular Oracle Database on-premises features
- Understand what operations are automatic vs. manual in Autonomous Database
- Know the limitations of Always Free tier vs. paid tiers
- Don't overlook the security features - Data Safe integration is heavily tested
- Understand the differences between database wallet types (regional, instance-specific)
- Practice distinguishing between ATP, ADW, and AJD optimal use cases
Exam Day Tips
- 1Arrive 15 minutes early if testing at a center; ensure your testing environment is quiet for online proctoring
- 2Read each question carefully - Oracle exams often include scenario-based questions with multiple valid partial answers
- 3With 55 questions in 90 minutes, you have approximately 1.5 minutes per question - pace yourself accordingly
- 4Flag difficult questions and return to them after completing easier ones
- 5Pay special attention to keywords like 'most appropriate', 'best practice', 'minimum configuration', or 'least effort'
- 6For AI and vector search questions, consider both performance and accuracy trade-offs
- 7Remember that Autonomous Database emphasizes automation - manual intervention is rarely the correct answer
- 8You need 38 correct answers out of 55 to pass (68%) - don't get discouraged by difficult questions
- 9Watch for questions about specific SQL syntax for vector operations and AI features
- 10If unsure between two answers, choose the one that aligns with Oracle's automation-first philosophy
- 11Don't leave any questions unanswered - there's no penalty for guessing
- 12In the last 10 minutes, review all flagged questions and ensure you've answered everything
- 13For architecture questions, consider security, scalability, and cost-effectiveness in your answer choice
- 14Trust your hands-on experience - practical knowledge often helps eliminate obviously wrong answers
Study guide generated on January 7, 2026
Oracle AI Autonomous Database 2025 Professional 2025 Study Guide FAQs
Oracle AI Autonomous Database 2025 Professional is a professional certification from Oracle that validates expertise in oracle ai autonomous database 2025 professional technologies and concepts. The official exam code is 1Z0-931-25.
The Oracle AI Autonomous Database 2025 Professional Study Guide 2025 includes updated content reflecting the latest exam changes, new technologies, and best practices. It covers all current exam objectives and domains.
Yes, the 2025 Oracle AI Autonomous Database 2025 Professional study guide has been updated with new content, revised exam objectives, and the latest industry trends. It reflects all changes made to the 1Z0-931-25 exam.
Start by reviewing the exam objectives in the 2025 guide, then work through each section systematically. Combine your study with practice exams to reinforce your learning.
More 2025 Resources
Complete your exam preparation with these resources