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所在平台: Udemy |
课程主页: https://www.udemy.com/course/1z0-1127-oci-generative-ai-professional-2024/
课程评论：没有评论
**课程名称 (Course Name):** 1z0-1127-25: OCI Generative AI Professional 2025 (Oracle 云基础设施 2025 生成式 AI 专业人士) **课程概述 (Course Overview):** 本课程是 Oracle 云基础设施 (OCI) 2025 生成式 AI 专业人士认证考试的练习题集，旨在帮助学员巩固知识、提升实操技能，并在第一次考试中顺利通过。课程涵盖了 OCI 的 AI/ML 服务、部署生成式 AI 模型、云最佳实践以及实际应用场景。 每道题目均经过精心设计，以模拟真实考试的难度和要求，挑战学员对关键概念的理解。所有题目都配有详细的答案解析，提供深入的见解并强化学习效果，无论您是备考还是希望深化专业知识。 **主要学习内容 (Covered Areas):** * **大型语言模型 (LLMs) 基础:** * LLM 的基本原理 * LLM 的架构 * Prompt 的设计与使用 * LLM 的 Fine-tuning (微调) * 代码模型、多模态模型和语言代理 (Language Agents) 的基础知识 * **使用 OCI 生成式 AI 服务:** * OCI 生成式 AI 服务的基础知识 * 使用预训练的基础模型进行 Chat 和 Embedding (嵌入) * 创建专用的 AI 集群用于 Fine-tuning 和推理 (inference) * 使用自定义数据集 Fine-tune 基础模型 * 创建和使用模型端点 (endpoints) 进行推理 * OCI 生成式 AI 安全架构 * 使用 OCI 生成式 AI 服务实现 RAG (Retrieval Augmented Generation) * OCI 生成式 AI 与 LangChain 和 Oracle Database 23ai 的集成 * **RAG (Retrieval Augmented Generation) 详解:** * RAG 及其工作流程 * 文档的加载、分割和分块 (chunking) * 使用 OCI 生成式 AI 服务创建分块的 embedding * 在 Oracle Database 23ai 中存储和索引 embedding 的分块 * 相似性搜索 (similarity search) 和从 Oracle Database 23ai 检索分块 * 使用 OCI 生成式 AI 服务生成响应 * **使用 OCI 生成式 AI RAG Agents 服务:** * OCI 生成式 AI Agents 服务的基础知识 * 创建知识库 (knowledge bases) 的选项 * 使用知识库创建和部署 Agents * 将部署的 RAG Agent 作为聊天机器人 (chatbot) 调用 **练习题特点 (Practice Test Features):** * 旨在增强学员参加实际考试的信心。 * 提供**终身访问权限**。 **课程目标 (Course Objective):** 帮助学员掌握 OCI 生成式 AI 专业所需的理论知识和实践技能，顺利通过 1Z0-1127-25 考试。
Oracle Cloud Infrastructure 2025 Generative AI Professional Practice Exam to test your knowledge and passing your real exam in the first attemptPass the Oracle Cloud Infrastructure 2025 Generative AI Professional Exam you must know the theory very well but also have high level hands-on skill. The most student forget it drilling their knowledge with a practice exams.This practice test is your ultimate tool to master the Oracle Cloud Infrastructure (OCI) Generative AI Professional certification for 2025. Designed for those aspiring to excel in the 1Z0-1127-25 exam, this test covers a wide range of topics including OCI's AI/ML services, deploying generative AI models, cloud best practices, and real-world use cases.Each question is thoughtfully crafted to mirror the complexity of the actual exam and challenge your understanding of essential concepts. Detailed explanations accompany every answer, providing insights and reinforcing your knowledge, whether you're preparing for the exam or looking to deepen your expertise.Unlock your potential with this practice test and confidently take the next step toward becoming an OCI Generative AI Professional.Covered Area:Fundamentals of Large Language Models (LLMs)Explain the fundamentals of LLMsUnderstand LLM architecturesDesign and use prompts for LLMsUnderstand LLM fine-tuningUnderstand the fundamentals of code models, multi-modal, and language agentsUsing OCI Generative AI ServiceExplain the fundamentals of OCI Generative AI serviceUse pretranined foundational models for Chat and EmbeddingCreate dedicated AI clusters for fine-tuning and inferenceFine-tune base models with custom datasetCreate and use model endpoints for inferenceExplore OCI Generative AI security architectureImplement RAG using OCI Generative AI serviceExplain OCI Generative AI integration with LangChain and Oracle Database 23aiExplain RAG and RAG workflowDiscuss loading, splitting and chunking of documents for RAGCreate embeddings of chunks using OCI Generative AI serviceStore and index embedded chunks in Oracle Database 23aiDescribe similarity search and retrieve chunks from Oracle Database 23aiExplain response generation using OCI Generative AI serviceUsing OCI Generative AI RAG Agents serviceExplain the fundamentals of OCI Generative AI Agents serviceDiscuss options for creating knowledge basesCreate and deploy agents using knowledge basesInvoke deployed RAG agent as a chatbotThese practice test are constructed to enhance your confidence to sit for real exam as you will be testing your knowledge and skills for the below mentioned topics.You'll get lifetime access to the practice testAll the best and Happy Learning!
