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所在平台: Udemy |
课程主页: https://www.udemy.com/course/mock-exams-oci-generative-ai-professional-professional/
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课程名称：模拟考试：OCI生成性人工智能专业认证 概述：该模拟考试套餐包含2套针对Oracle Cloud Infrastructure生成性人工智能专业认证的模拟测试。此认证旨在面向对机器学习和深度学习概念有基本理解、熟悉Python和OCI的软件开发人员、机器学习/AI工程师及生成性AI专业人士。获得此证书的人对大型语言模型（LLM）架构有深入了解，并能够熟练使用OCI生成性人工智能服务，如RAG和LangChain，来构建、追踪、评估和部署LLM应用程序。该模拟考试旨在模拟实际的认证考试，共有2套模拟测试，每套包含50道题，测试时长为90分钟，及格分数为68%。 课程涵盖的主题包括： 1. 大型语言模型（LLMs）的基础知识 - LLM的基本原理 - LLM架构 - LLM的提示设计与使用 - LLM微调的理解 - 代码模型、多模态和语言代理的基础知识 2. 使用OCI生成性人工智能服务 - OCI生成性人工智能服务的基本原理 - 使用预训练基础模型进行生成、摘要和嵌入 - 创建专用AI集群进行微调和推理 - 使用自定义数据集微调基础模型 - 创建和使用模型端点进行推理 - 了解OCI生成性人工智能的安全架构 3. 使用OCI生成性人工智能服务构建LLM应用 - 理解检索增强生成（RAG）概念 - 了解向量数据库和语义搜索的概念 - 构建LangChain模型、提示、记忆和链 - 结合RAG与LangChain构建LLM应用 - 追踪和评估LLM应用 - 部署LLM应用 注意事项： 1. 此为模拟测试套餐，不包括任何视频演示。 2. 强烈推荐在参加此认证之前，先完成OCI AI Foundations Associate的预备学习与知识测试，虽然这不是强制性的。 祝学习愉快，并预祝顺利通过认证！
Mock Exam Bundle: 2 mock tests Oracle Cloud Infrastructure Generative AI Professional 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.This is a mock exams bundle to prepare for actual certification of Oracle Cloud Infrastructure Generative AI professional. This is designed to mimic the actual certification exam:Number of mock tests : 2Number of question per mock test : 50Duration of test : 90 minutes - tracked to timer.Passing Score :68%The topic covered in this certication areFundamentals 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 pretrained foundational models for Generation, Summarization, and EmbeddingCreate dedicated AI clusters for fine-tuning and inferenceFine-tune base model with custom datasetCreate and use model endpoints for inferenceExplore OCI Generative AI security architectureBuilding an LLM Application with OCI Generative AI ServiceUnderstand Retrieval Augmented Generation (RAG) conceptsExplain vector database conceptsExplain semantic search conceptsBuild LangChain models, prompts, memory, and chainsBuild an LLM application with RAG and LangChainTrace and evaluate an LLM applicationDeploy an LLM applicationNote: 1. This is a mock test bundle and does not cover any video presentation.2. It is also recommmeded to undergo preparatation & testing your knowledge on An OCI AI Foundations Associate prior attempting this certification. While this is recommended from understanding prespective but not mandatory.Happy Learning and best wishes for certification!
