Oracle AI Database Administration Associate Study Guide: Everything You Need to Know 2025
Your complete roadmap to passing the 1Z0-182 certification exam. This comprehensive study guide covers all 4 exam domains with detailed explanations, study tips, and practice resources.
Quick Start
Essential steps to begin your preparation
Review Exam Objectives
View all domains →Take Assessment Quiz
Free practice test →Follow Study Plan
8-week roadmap →Full Practice Exams
Start practicing →Exam Domains & Objectives
Master these 4 domains to pass the 1Z0-182 exam
Oracle Database 23ai Architecture and Administration
AI Vector Search and AI-Powered Features
JSON Relational Duality and Modern Data Management
Database Security, Performance, and Monitoring
8-Week Study Plan
Follow this structured plan to prepare for your Oracle AI Database Administration Associate exam
Foundation
Understand core concepts and exam objectives
Focus Areas:
- Oracle Database 23ai Architecture and Administration
- AI Vector Search and AI-Powered Features
Deep Dive
Master advanced topics and practical applications
Focus Areas:
- JSON Relational Duality and Modern Data Management
- Database Security, Performance, and Monitoring
Practice & Review
Take practice exams and review weak areas
Focus Areas:
Final Prep
Full practice exams and last-minute review
Focus Areas:
- Full-length practice tests
- Review all domains
Curated Study Resources
AI-curated resources with real links to help you prepare for the Oracle AI Database Administration Associate exam
Complete Study Guide for Oracle AI Database Administration Associate (1Z0-182)
The Oracle AI Database Administration Associate certification validates your skills in administering Oracle Database 23ai, Oracle's latest AI-powered database platform. This certification demonstrates expertise in AI Vector Search, JSON Relational Duality, and modern database management features that enable AI applications. With 90 minutes to answer 55 questions and a 68% passing score requirement, this associate-level certification is ideal for database administrators looking to specialize in AI-enabled database technologies.
Who Should Take This Exam
- Database administrators transitioning to AI-enabled databases
- Oracle DBAs upgrading to Oracle Database 23ai
- IT professionals working with AI/ML applications requiring vector search
- Database engineers implementing modern data architectures
- Developers managing JSON and relational data in Oracle environments
Prerequisites
- Basic understanding of Oracle Database architecture
- Fundamental SQL and PL/SQL knowledge
- General database administration concepts
- Familiarity with AI/ML concepts (helpful but not required)
- Understanding of JSON data formats
Official Resources
Oracle Database 23ai Documentation
Comprehensive official documentation for Oracle Database 23ai covering all features, architecture, and administration
View ResourceOracle AI Vector Search Documentation
Official guide to AI Vector Search capabilities in Oracle Database 23ai
View ResourceOracle Database 23ai New Features Guide
Detailed overview of new features including AI capabilities and JSON Relational Duality
View ResourceOracle JSON Developer's Guide
Complete guide to working with JSON data in Oracle Database 23ai
View ResourceOracle Database Administrator's Guide
Core administration concepts and procedures for Oracle Database 23ai
View ResourceOracle University Certification Page
Official Oracle certification portal with exam registration and preparation resources
View ResourceOracle Database Security Guide
Security features and best practices for Oracle Database 23ai
View ResourceOracle Database Performance Tuning Guide
Performance monitoring, tuning, and optimization techniques
View ResourceOracle LiveLabs - Free Workshops
Hands-on workshops for Oracle Database 23ai features including AI Vector Search
View ResourceOracle Database Blog
Official Oracle blog with updates on Database 23ai features and best practices
View ResourceRecommended Courses
Oracle Database 23ai: New Features for Administrators
Oracle University • 24 hours
View CourseOracle Database 23ai Features and Demonstrations
YouTube - Oracle Learning Channel • Varies
View CourseRecommended Books
Oracle Database 23c: New Features
by Oracle Press
Comprehensive guide to Oracle Database 23ai new features including AI capabilities - search for latest edition
View on AmazonOCA Oracle Database SQL Exam Guide
by Steve O'Hearn
Foundation SQL knowledge essential for Oracle Database administration
View on AmazonOracle Database Administration: The Essential Refe
by David Kreines and Brian Laskey
Comprehensive reference for Oracle Database administration tasks
View on AmazonExpert Oracle Database Architecture
by Thomas Kyte and Darl Kuhn
Deep dive into Oracle Database architecture fundamentals
View on AmazonPractice & Hands-On Resources
Oracle Database 23ai Free Trial
Get hands-on experience with Oracle Database 23ai using Oracle Cloud Free Tier
View ResourceOracle LiveLabs Workshops
Free hands-on workshops covering AI Vector Search, JSON Relational Duality, and other 23ai features
View ResourceOracle Database Practice Exams
Official practice tests from Oracle University for certification preparation
View ResourceOracle Learning Library
Tutorials, code samples, and how-to guides for Oracle Database 23ai features
View ResourceOracle Database Sample Schemas
Practice with Oracle's sample database schemas for hands-on learning
View ResourceOracle VM VirtualBox Database Images
Pre-built Oracle Database virtual machines for local testing
View ResourceCommunity & Forums
Oracle Database Community Forums
Official Oracle forums with discussions on Database 23ai features, certification preparation, and technical questions
Join CommunityReddit - r/oracle
Community discussions about Oracle technologies, certification experiences, and study tips
Join CommunityOracle ACE Program Blog
Technical articles and insights from Oracle ACE experts on latest database features
Join CommunityOracle Database Insider Blog
Official Oracle blog with in-depth articles on Database 23ai features and best practices
Join CommunityStack Overflow - Oracle Tag
Technical Q&A for Oracle Database development and administration challenges
Join CommunityOracle Learning YouTube Channel
Official Oracle video content including tutorials, feature demonstrations, and webinars
Join CommunityOracle Technology Network
Technical resources, articles, and community content for Oracle technologies
Join CommunityStudy Tips
Hands-on Practice is Essential
- Install Oracle Database 23ai using Oracle Cloud Free Tier or local VM
- Complete at least 5-7 Oracle LiveLabs workshops focusing on AI Vector Search and JSON Relational Duality
- Create your own test scenarios with vector embeddings and similarity searches
- Build JSON Relational Duality Views for sample applications
- Practice every SQL command and administrative task mentioned in documentation
Focus on New 23ai Features
- AI Vector Search is the most revolutionary feature - understand it deeply with practical examples
- JSON Relational Duality Views are unique to Oracle - practice creating and using them extensively
- Study what makes 23ai different from previous Oracle Database versions
- Understand the practical use cases for AI-powered features in real applications
- Know when to use traditional relational vs. document-oriented approaches
Master Vector Search Concepts
- Understand different embedding models and how they generate vector representations
- Practice with various distance metrics: cosine similarity, Euclidean, Manhattan
- Learn vector index types and when to use each one
- Work through semantic search examples with real text data
- Understand performance implications of different vector search strategies
Documentation Deep Dive
- Read the AI Vector Search Documentation cover-to-cover at least once
- Study all JSON Relational Duality examples in the JSON Developer's Guide
- Review the New Features Guide to understand architectural changes
- Bookmark and frequently reference the Administrator's Guide
- Take notes on syntax and commands you'll need to memorize
Exam Format Preparation
- With 55 questions in 90 minutes, you have ~1.6 minutes per question
- Practice answering questions quickly without sacrificing accuracy
- Expect scenario-based questions requiring you to choose best solutions
- Understand not just 'how' but 'why' and 'when' to use features
- Be prepared for questions comparing different approaches to the same problem
Create Study Aids
- Make flashcards for SQL syntax specific to vector operations and JSON queries
- Create a comparison chart of different similarity search algorithms
- Document your hands-on lab steps and observations
- Build a personal reference guide for JSON Relational Duality View syntax
- Maintain a troubleshooting log when working through practice scenarios
Join the Community
- Post questions on Oracle Community Forums when stuck
- Follow Oracle Database blogs for the latest 23ai insights
- Connect with others preparing for the same certification on Reddit
- Share your learning journey and learn from others' experiences
- Review exam feedback (without violating NDAs) from recent test-takers
Performance and Security Integration
- Understand how AI Vector Search impacts database performance
- Learn security considerations for AI-powered features
- Practice monitoring vector search operations using AWR and performance views
- Know how to secure JSON data and implement appropriate access controls
- Study the integration of traditional and AI-powered security features
Exam Day Tips
- 1Arrive 15 minutes early if taking the exam at a testing center, or log in early for online proctoring
- 2Read each question carefully - Oracle exams often have subtle wording that changes the correct answer
- 3Flag difficult questions and return to them after completing easier ones
- 4For scenario-based questions, eliminate obviously wrong answers first
- 5Remember that you need 68% to pass - that's 38 correct answers out of 55
- 6Watch your time: aim to complete first pass through all questions with 20-30 minutes remaining for review
- 7Trust your hands-on experience - if you've practiced extensively, your intuition will guide you
- 8Don't second-guess answers unless you have a clear reason - your first instinct is often correct
- 9Pay attention to keywords like 'best', 'most efficient', 'recommended' which indicate Oracle's preferred approach
- 10If unsure between two answers, choose the one that aligns with Oracle's documented best practices
- 11Take a deep breath if you feel stuck - Oracle Database 23ai concepts you've practiced will come back to you
- 12Review flagged questions carefully but don't spend more than 3-4 minutes on any single question
Study guide generated on January 7, 2026
Pro Study Tips
Expert advice to maximize your study effectiveness
Active Learning Strategies
- Hands-on practice: Apply concepts in real scenarios
- Teach others: Explain concepts to reinforce learning
- Take notes: Write summaries in your own words
Exam Day Preparation
- Get enough sleep: Rest well the night before
- Review key points: Go through your notes and cheat sheets
- Time management: Practice pacing with timed exams
Continue Your Preparation
More resources to help you succeed
Complete Oracle AI Database Administration Associate Study Guide
This comprehensive study guide will help you prepare for the 1Z0-182 certification exam offered by Oracle. Whether you are a beginner or experienced professional, this guide covers everything you need to know to pass on your first attempt.
What You Will Learn
Our study guide covers all 4 exam domains in detail:
- Oracle Database 23ai Architecture and Administration (30%)
- AI Vector Search and AI-Powered Features (25%)
- JSON Relational Duality and Modern Data Management (25%)
- Database Security, Performance, and Monitoring (20%)
Recommended Timeline
Most candidates need 6-8 weeks of dedicated study to pass the Oracle AI Database Administration Associate exam. We recommend studying 1-2 hours daily and taking practice exams weekly to track your progress.
Next Step: Start with our free practice test to assess your current knowledge level.