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所在平台: Udemy |
课程主页: https://www.udemy.com/course/genai-for-qa-masterclass/
课程评论：没有评论
**Coursera 课程总结：[2025] 专为 QA 设计的生成式 AI - 测试与自动化大师班** 本课程专注于如何将生成式人工智能 (GenAI) 融入软件测试和自动化领域，帮助 QA 专业人士加速工作流程、提升测试覆盖率并减少重复性手动工作。 **核心亮点：** * **AI 在测试中的应用：** 学习如何利用 ChatGPT、Claude、Bard、GitHub Copilot 等工具，实现测试计划和测试用例的即时生成、测试数据和实用程序的快速创建、AI 辅助的调试、文档编写和报告生成，以及跨平台的可扩展自动化。AI 被定位为 QA 团队的“副驾驶”，贯穿功能、UI、API 和移动测试。 * **工具组合：** * **传统框架：** Selenium WebDriver（Web UI 自动化）、Rest Assured（API 测试）、TestNG（结构、执行和配置）。 * **AI 驱动工具：** TestRigor（AI 优先、无代码自动化），GitHub Copilot & AI Assistants（编写实用程序、参数化测试、将手动步骤转换为代码），以及离线 LLMs（用于安全、定制化的 AI 测试）。 * **实践导向：** 这是一个基于项目的、动手实践的大师班，适合手动测试人员、自动化工程师和 QA 领导者。课程将基础概念与真实世界的工具和技术相结合。 * **学习成果：** * 生成测试用例、构建框架、调试问题、创建 AI 驱动的测试数据。 * 学习 AI 生成的框架工件：页面类、数据提供者、重试逻辑、监听器、实用方法。 * 掌握实时代码对编程（Copilot 辅助自动化和调试）。 * 设置和运行离线 AI 助手（用于私密测试生成）。 * 使用 TestRigor 进行无代码 UI 和 API 测试（通过英文指令）。 * 了解报告、数据安全和将 AI 集成到现有框架的最佳实践。 * **先决条件：** 无需 AI 知识，只需愿意探索和应用现代测试策略。 **课程目标：** 完成课程后，学员将能够： * 使用 GenAI 工具创建测试计划、测试用例、数据和实用程序。 * 通过 AI 驱动的框架自动化 Web 和 API 测试。 * 采用 TestRigor 等无代码和 AI 优先的测试方法。 * 运行自己的离线 AI 助手，实现安全、定制化的测试生成。 * 在日常测试工作中更高效地与 AI 工具协作。 本课程旨在通过生成式 AI 的力量，帮助 QA 专业人士实现测试自动化技能的转型和职业的未来化。
Why Generative AI in Testing and Automation?Generative AI is reshaping how software testing is planned, written, and executed. With tools like ChatGPT, Claude, Bard, and GitHub Copilot, testers can accelerate automation, enhance coverage, and reduce repetitive manual effort. These tools enable:Instant generation of test plans and test casesFast creation of test data and utilitiesAI-assisted debugging, documentation, and reportingSmarter and scalable automation across platformsAI is not just an assistant-it's becoming a co-pilot for QA teams across functional, UI, API, and mobile testing domains.Why Selenium, Rest Assured, TestRigor, and AI Tools?Selenium WebDriver and Rest Assured are widely adopted for browser and API automation. Combined with AI, they can be extended faster and maintained with less effort. On the other end, tools like TestRigor enable AI-first, codeless automation that's powerful for teams seeking scale with minimal code.This course brings together traditional frameworks and modern AI-powered solutions by using:Selenium WebDriver for web UI automationRest Assured for API testingTestNG for structure, execution, and configurationTestRigor for AI-first, low-maintenance test creationGitHub Copilot & AI Assistants to write utilities, parameterize tests, and convert manual steps into codeOffline LLMs for secure, customizable AI-driven testingTogether, these tools empower testers to automate faster, collaborate better, and scale efficiently.Why This Course?This is a hands-on, project-based masterclass tailored for manual testers, automation engineers, and QA leads who want to integrate AI into their testing stack. It balances foundational concepts with real-world implementation using a wide variety of tools and techniques.You'll learn how to generate test cases, build frameworks, debug issues, and even create AI-powered test data-all with minimal manual effort.You don't need prior AI knowledge-just a willingness to explore and apply modern testing strategies.This course includes:AI-Generated Framework Artifacts: Page classes, data providers, retry logic, listeners, utility methodsReal-Time Pair Programming: Copilot-assisted automation and debuggingOffline AI Setup: Configure and run LLMs locally for private test generationCodeless Testing with TestRigor: Perform UI and API testing with English instructionsCode Snapshots: Before-and-after examples for easy comparison and clarityBest Practices: On reporting, data security, and integrating AI into existing frameworksReady to future-proof your QA career?By the end of this course, you'll be equipped to:Use GenAI tools to create test plans, test cases, data, and utilitiesAutomate web and API tests with AI-powered frameworksAdopt codeless and AI-first testing approaches like TestRigorRun your own offline AI assistant for secure, customized test generationCollaborate more efficiently with AI tools in your daily testing workflowLet's transform your test automation skills with the power of Generative AI!
