Study plan
How to Pass the Oracle Cloud Infrastructure 2026 Generative AI Professional Exam
A study plan for the Oracle Cloud Infrastructure 2026 Generative AI Professional certification exam, built from the official domain weights instead of a generic template. Focus heavily on the practical application of fine-tuning and RAG. Hands-on practice with OCI Generative AI endpoints and LangChain integration is critical to mastering the mid-weight domains.
- 4 domains
- 50 questions
- 90 min
- 68% to pass
certilumStudy in weight order, not topic order
The plan below follows the official blueprint weights, so the order of study is the order that returns the most points.
- 1
Using OCI Generative AI Service
40%- OCI Generative AI service fundamentals
- Pretrained foundational models (Cohere, Llama)
- Chat, Generate, and Embed endpoints
- Inference parameters (temperature, top-p, top-k, max tokens)
- +4 more topics in the blueprint
20 practice questions tagged to this domain.
- 2
Fundamentals of Large Language Models
20%- LLM fundamentals and architecture
- Transformer models and self-attention
- Tokenization and embedding vectors
- Prompt engineering basics
- +2 more topics in the blueprint
10 practice questions tagged to this domain.
- 3
Using OCI Generative AI RAG Agents Service
20%- OCI Generative AI Agents service fundamentals
- Creating knowledge bases
- Agent deployment with knowledge bases
- Invoking deployed RAG agent as chatbot
- +1 more topics in the blueprint
10 practice questions tagged to this domain.
- 4
Implement RAG using OCI Generative AI Service
20%- OCI Generative AI integration with LangChain
- Oracle Database 23ai integration
- RAG architecture and workflow
- Document loading, splitting, and chunking
- +4 more topics in the blueprint
10 practice questions tagged to this domain.
Three phases, in order
Most failures are process failures, not knowledge failures.
Phase 1 — Learn the high-weight domains
Start where the points are. The first domains on this plan carry the most weight, so a gap there costs the most. Cover the objectives, then close each topic with practice questions you actually get wrong.
Phase 2 — Close the mid-weight domains
The middle of the blueprint is where most candidates plateau. These domains are worth less per topic than the first phase, but they add up fast, and they are the usual difference between a near miss and a clear pass.
Phase 3 — Timed full mocks
Stop reading new material at this point. Run full-length exams under the real time limit and the real format, and use the per-domain breakdown to find which domain is still costing you the pass.
Where we put the emphasis
Practical implementation of RAG agents and the technical nuances of OCI's specific generative AI service offerings.
The order matters less than the loop. Every domain you finish should end with questions you got wrong, because the mistake is the only thing you actually needed to study. On the Oracle Cloud Infrastructure 2026 Generative AI Professional that loop is worth 40% of the exam in the first block alone.
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