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所在平台: Udemy |
课程主页: https://www.udemy.com/course/oracle-cloud-infrastructure-generative-ai-professional/
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课程名称：Oracle Cloud Infrastructure 2024 生成式人工智能专业 课程概述：该课程提供Oracle Cloud Infrastructure 2024生成式人工智能专业的模拟考试，重点围绕考试大纲中的主题进行问题设计。学员需具备Oracle Cloud Infrastructure生成式人工智能的基本知识，本课程并非教程形式。所有问题均基于各个主题，每个主题在大纲中都有相应的问题，并进行充分的覆盖。 主要内容包括： 1. **大语言模型（LLMs）的基础**： - 解释大语言模型的基本原理和架构 - 设计和使用LLMs的提示（prompts） - 理解LLMs的微调过程 - 了解代码模型、多模态和语言代理的基础知识 2. **使用OCI生成式人工智能服务**： - 解释OCI生成式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 - 创建专用的AI集群进行微调和推理 - 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 - 探索OCI生成式人工智能的安全架构 3. **使用OCI生成式人工智能服务构建LLM应用**： - 理解增强检索生成（RAG）的概念 - 解释向量数据库和语义搜索的概念 - 构建LangChain模型、提示、记忆和链 - 基于RAG和LangChain构建LLM应用 - 跟踪和评估LLM应用的表现 - 部署LLM应用 理想情况下，结合Oracle培训与实际操作经验（通过实验室和/或工作经验）能够为通过考试提供最佳准备。如缺乏这两者，建议动手实践以验证答案的有效性并提高记忆回忆。所有问题均为自解释，经过Oracle Cloud免费套餐验证后更易于回忆。 通过Oracle Cloud Infrastructure 2024生成式人工智能专业认证，可以验证您对该技术的理解，并为您未来的职业发展铺平道路。
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 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 applicationIdeal situation is a combination of Oracle training and hands-on experience (attained via labs and/or experience) provides the best preparation for passing the exam. In absence of either of the two, I recommend doing hands-on to test the validity of the answers and improve memory recollection. All questions are self-explanatory and it will be easier to recall if the answers are validated using Oracle Cloud Free Tier.Oracle Cloud Infrastructure 2024 Generative AI Professional certification validates your understanding of the technology and sets the stage for your future progression.
