Exam Prep AI-102: Microsoft Azure AI Engineer Associate

所在平台: Coursera

课程主页: https://www.coursera.org/learn/ai-102-microsoft-azure-ai-engineer-associate-course

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课程简介

课程名称：考试准备 AI-102：微软 Azure AI 工程师助理 概述： AI-102：设计和实施 Microsoft Azure AI 解决方案认证考试测试考生对 Azure 认知服务和 Azure 服务的 AI 解决方案的经验和知识。此外，考试还考查考生在 AI 解决方案开发的各个阶段的实施能力，包括需求定义、设计、开发、部署、集成、维护、性能调优和监控。 课程大纲： 1. **Azure AI 解决方案：规划与管理** - 描述：本周我们将探讨课程概述、先决条件以及 Azure AI 解决方案的介绍。我们还将研究基于安全的 Azure AI 服务选择概念。到课程结束时，我们将了解如何配置和管理 Azure AI 服务的日志和成本，并探讨监控 Azure AI 服务的概念。 2. **计算机视觉模型** - 描述：本周我们将探讨图像处理需求、响应和特性。学习使用计算机视觉模型提取文本的概念。课程结束时，我们能够配置图像分类和物体检测，并了解 Azure AI 视觉与 OCR 和 AI 的概念。 3. **自然语言处理（NLP）解决方案** - 描述：本周我们将分析使用 Azure AI 语言处理文本的概念，并配置使用 Azure AI 语音处理语音。学习使用翻译服务翻译语言的概念。课程结束时，我们将能够通过使用 Azure AI 语言实施和管理语言理解模型，并分析使用 Azure AI 语言的问题解答解决方案的概念。 4. **基于文档智能的知识挖掘解决方案** - 描述：本周我们将探讨实施 Azure AI 搜索解决方案的概念。接着了解文档智能的概念。课程结束时，我们将学习如何演示使用预构建模型的 Azure AI 文档智能概念，并探讨如何为 Azure AI 搜索实施构建自定义技能的概念。 5. **生成式 AI 与内容审核解决方案** - 描述：欢迎来到课程的第 5 周（最后一周）。本周我们将探讨生成式 AI、Azure Open AI 和内容安全服务的概念。学习分析 Azure OpenAI 服务以生成内容的概念。课程结束时，我们将能够分析如何实施和优化生成式 AI，以及如何创建和实施内容交付解决方案。

课程大纲

Name:Azure AI solutions: Planning and Management

Description:Welcome to Week 1 of the Course. This week, we’ll explore the Concepts of Course Overview, Prerequisites, and Azure AI Solutions Introduction. We will also explore the concepts of Azure AI services with security-based selection. By the end of the course, we'll learn how to configure and manage the logging and cost of Azure AI Services and explore the concepts of Monitoring Azure AI Services.

Name:Computer Vision Models

Description:Welcome to Week 2 of the Course. This week, we’ll explore the concepts of Image processing requirements, responses, and features. We learn the concepts of extracting text with Computer Vision Models. By the end of this course, we will be able to configure Image classification and object detection and concepts of Azure AI Vision with OCR and AI.

Name:Natural Language Processing (NLP) Solutions

Description:Welcome to Week 3 of the Course. This week, we’ll explore the concepts of Analyzing text using Azure AI Language and configuring the Process speech using Azure AI Speech. We will learn the concepts of the Translate language with Translator Services. By the end of this course, we will be able to Explore how to Implement and manage a language understanding model by using Azure AI Language and Analyze the concepts of question answering solutions by using Azure AI Language.

Name:Knowledge Mining with Document Intelligence Solutions

Description:Welcome to Week 4 of the Course. This week, we’ll explore the concepts of Implementing Azure AI Search Solutions. Then we learn how to Explore the concepts of Document Intelligence. By the end of this course, we will learn to demonstrate the concepts of Azure AI Document Intelligence with pre-built Models and Explore the concepts of how to implement Build an Azure AI Document Intelligence custom skill for Azure AI Search.

Name:Generative AI with Content Moderation Solutions

Description:Welcome to the Week 5 (Final Week) of the Course. This week, we’ll explore the concepts of Generative AI, Azure Open AI, and Content Safety Services. Then we will learn how to analyze the concepts of Azure OpenAI Service to generate content. By the end of this course, we will be able to learn how to Analyze the concepts of how to Implement and Optimize Generative AI, and how to create and implement solutions for content delivery.

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