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所在平台: Udemy |
课程主页: https://www.udemy.com/course/generative-ai-in-software-automation-testing/
课程评论：没有评论
**课程名称：2025 - 生成式AI在软件自动化测试中的应用** **课程概述：** 本课程专为软件测试领域的初学者和经验丰富的专业人士设计，旨在帮助您充分发挥生成式AI的潜力，将测试流程变得更快、更智能、更高效。您将从基础知识到高级的实际应用进行全面学习，掌握多项实用技能，并能立即应用于工作中。 **课程内容亮点：** * **生成式AI入门：** 深入理解生成式AI的基础概念及其在软件测试中的关键作用。 * **本地运行大语言模型（LLMs）：** 学习如何在本地机器上运行模型，无需支付外部服务费用。 * **AI赋能手动测试：** 利用AI和RAG技术，生成手动测试用例、测试数据和测试需求。 * **自动化UI测试：** 运用AI编写、重构和优化UI应用程序的自动化测试脚本。 * **Playwright UI测试：** 结合Playwright和AI驱动的工具，创建智能测试脚本并处理复杂的工作流程。 * **TestRigor无代码自动化：** 使用通俗易懂的英语编写强大的自动化套件，实现SMS、电话呼叫和复杂表格的自动化。 * **API测试：** 利用PostBots和生成式AI简化API测试流程。 * **利用Gen AI API增强智能：** 通过OpenAI API为测试自动化代码注入自愈定位符等智能功能。 * **使用模型上下文协议（MCP）：** 运用MCP实现Playwright UI和API测试的运行。 **课程目标：** 完成本课程后，您将深刻理解生成式AI如何极大地提升您的测试效率。通过实践操作，您将能够熟练运用AI增强的工具和LLMs，简化复杂的测试任务，使您的工作更加流畅和高效。
Welcome to "Using Generative AI in Software Automation Testing!"This course is crafted for anyone, whether you're new to Software Testing or an experienced professional, to unlock the full potential of Generative AI and transform your testing process into something faster, smarter, and more efficient.You'll journey through a spectrum of topics, from the basics to advanced, real-world applications that you can immediately put into practice at work.Here's what you'll master:• Introduction to Generative AI: Understand the foundations of Gen AI and its role in Software Testing.• Running Large Language Models (LLMs) Locally: Learn how to run models on your machine without paying for external services.• Manual Testing with Gen AI: Generate manual test cases, test data, test requirement with grounded Models with the power of AI and RAG.• Automated UI Testing: Leverage AI to write, refactor, and optimize automated tests for UI applications.• Playwright UI Testing: Use Playwright and AI-driven tools to create smart test scripts and handle complex workflows.• No-code Automation with TestRigor: Create powerful automation suites in plain English, even automating SMS, phone calls, and intricate tables.• API Testing: Harness PostBots and Gen AI to streamline API testing.• Using Gen AI APIs to Add Intelligence with Self-healing locators to Test Automation: Harness the power of OpenAI APIs to add Intelligence to your Test Automation code.• Using Model Context Protocol: Leverage the power of Model Context Protocol (MCP) to run Playwright test for UI and APIs.By the end of this course, you'll have a deep understanding of how Generative AI can supercharge your testing process. With hands-on experience, you'll be able to use AI-enhanced tools and LLMs to simplify complex testing tasks and make your work smoother and more efficient.
