Exam 1Z0-1127-25: OCI 2025 Generative AI Professional

About this course

Exam Overview

The Oracle Cloud Infrastructure 2025 Generative AI Professional certification is designed for Software Developers, Machine Learning/AI Engineers, Gen AI Professionals who have a basic understanding of Machine Learning and Deep Learning concepts, familiarity with Python and OCI.Individuals who earn this credential have a strong understanding of the Large Language Model (LLM) architecture and are skilled at using OCI Generative AI Services, such as RAG and LangChain, to build, trace, evaluate, and deploy LLM applications.

Review exam topics

Fundamentals of Large Language Models (LLMs)Explain the fundamentals of LLMs

Understand LLM architectures

Design and use prompts for LLMs

Understand LLM fine-tuning

Understand the fundamentals of code models, multi-modal, and language agents

Using OCI Generative AI ServiceExplain the fundamentals of OCI Generative AI service

Use pretranined foundational models for Chat and Embedding

Create dedicated AI clusters for fine-tuning and inference

Fine-tune base models with custom dataset

Create and use model endpoints for inference

Explore OCI Generative AI security architecture

Implement RAG using OCI Generative AI service

Explain OCI Generative AI integration with LangChain and Oracle Database 23aiExplain RAG and RAG workflow

Discuss loading, splitting and chunking of documents for RAG

Create embeddings of chunks using OCI Generative AI service

Store and index embedded chunks in Oracle Database 23aiDescribe similarity search and retrieve chunks from Oracle Database 23aiExplain response generation using OCI Generative AI service

Using OC

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