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所在平台: Udemy |
课程主页: https://www.udemy.com/course/1z0-1122-23/
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这是一个关于 Oracle Cloud Infrastructure (OCI) 2023 AI 基础认证 (1Z0-1122-23) 的课程总结。 **课程目标：** 本课程旨在帮助学员掌握人工智能 (AI)、机器学习 (ML) 及 OCI 提供的相关服务的基础知识，为获得 OCI 2023 AI 基础认证做准备。该认证适合希望展示 AI 和 ML 基础知识的个人，不需要大量数据科学或软件工程经验，但具备 OCI 基础知识会有帮助。 **课程内容：** 本认证考试分为四个主要部分： 1. **AI 概念与工作负载 (10%)：** 理解 AI 的基本概念和工作负载。 2. **机器学习与深度学习 (30%)：** * 解释机器学习的关键概念和术语。 * 解释深度学习的关键概念和术语。 * 识别常见的机器学习类型。 3. **生成式 AI 与大型语言模型 (30%)：** * 理解生成式 AI 的基础知识。 * 解释大型语言模型 (LLM) 的概念。 * 解释在生成式 AI 中提示工程 (prompt engineering) 和微调 (fine-tuning) 的作用。 4. **OCI AI 基础设施与服务 (30%)：** * 描述 OCI AI 基础设施。 * 描述 OCI AI 服务。 **学习建议：** * 深入学习上述四个类别的所有主题。 * 建议通过实践操作来熟悉 OCI，特别是其 AI 相关服务，以巩固理论知识。 **重要提示：** * 本认证可作为 OCI 数据科学专业 (OCI Data Science Professional) 或 OCI 语言助手专业 (OCI Digital Assistant Professional) 等其他 OCI 基于角色的认证的初步垫脚石，但并非其先决条件。
The Oracle Cloud Infrastructure 2023 AI Foundations Associate certification (Exam Code: 1Z0-1122-23) is aimed at individuals who want to demonstrate their fundamental knowledge of Artificial Intelligence (AI), Machine Learning, and related services provided by Oracle Cloud Infrastructure (OCI). This certification doesn't require candidates to have extensive data science or software engineering experience, but having some familiarity with OCI basics is beneficial. The certification serves as a foundational stepping stone for other OCI role-based certifications like OCI Data Science Professional or OCI Digital Assistant Professional, even though it is not a prerequisite for any of them.The certification exam is divided into four main categories, each with a specified percentage of the exam:AI Concepts and Workloads (10%):This section requires you to understand the fundamental concepts and workloads related to AI.Machine Learning and Deep Learning (30%):In this part, you need to:Explain the key concepts and terminologies of Machine Learning.Explain the key concepts and terminologies of Deep Learning.Identify common types of Machine Learning.Generative AI and Large Language Models (30%):This section covers:Understanding the fundamentals of Generative AI.Explaining Large Language Model concepts.Explaining the role of prompt engineering and fine-tuning in Generative AI.OCI AI Infrastructure and Services (30%):In this part, you will be asked to:Describe OCI AI Infrastructure.Describe OCI AI Services.To prepare for this certification, you should study and gain a solid understanding of the topics listed within these categories. Additionally, hands-on experience with OCI, particularly its AI-related services, will be beneficial in demonstrating your practical knowledge.
