Oracle Cloud Infrastructure 2024 Generative AI Professional

About this course

Oracle Cloud Infrastructure 2024 Generative AI Professional: 1z0-1127-24 Practice Test is a comprehensive mock exam with emphasis on using the Oracle Cloud Infrastructure 2024 Generative AI Professional exam syllabus as a guide on the question topics. The student should have basic knowledge on Oracle Cloud Infrastructure Generative AI because this is not a tutorial.

All questions are based on individual topics and all topics have been covered. Every topic in the syllabus have a corresponding question with sufficient representation.

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 pretrained foundational models for Generation, Summarization, and Embedding

Create dedicated AI clusters for fine-tuning and inference

Fine-tune base model with custom dataset

Create and use model endpoints for inference

Explore OCI Generative AI security architecture

Building an LLM Application with OCI Generative AI Service

Understand Retrieval Augmented Generation (RAG) concepts

Explain vector database concepts

Explain semantic search concepts

Build LangChain models, prompts, memory, and chains

Build an LLM application with RAG and LangChainTrace and evaluate an LLM application

Deploy an LLM application

Ideal situation is a combination of Oracle training and hands-on experience (attained via labs and/or experience) provides the bes

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