Is generative AI in software testing good career?

Yes, it’s an emerging field with strong demand, offering QA professionals a competitive edge and future-proof career path.

What will I get if I subscribe to this Specialization?

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Is financial aid available?

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Generative AI in Software Testing Training

Generative AI in Software Testing Training

本课程是 AI-Powered Software Development Certification 专项课程的一部分

位教师：Priyanka Mehta

包含在 Coursera Plus 中

了解更多

3个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

7 小时完成

灵活的计划

自行安排学习进度

3个模块

深入了解一个主题并学习基础知识。

初级等级

推荐体验

7 小时完成

灵活的计划

自行安排学习进度

您将学到什么

Automate test planning, case creation, and documentation using GenAI tools
Generate and manage synthetic test data for realistic testing scenarios
Execute and analyze tests efficiently with AI-powered scripts and insights
Streamline requirement analysis and test cycle closure using real-world GenAI demos

您将获得的技能

要了解的详细信息

可分享的证书

添加到您的领英档案

了解顶级公司的员工如何掌握热门技能

了解关于 Coursera for Business 的更多信息

Petrobras, TATA, Danone, Capgemini, P&G 和 L'Oreal 的徽标

积累特定领域的专业知识

本课程是 AI-Powered Software Development Certification 专项课程专项课程的一部分

在注册此课程时，您还会同时注册此专项课程。

向行业专家学习新概念
获得对主题或工具的基础理解
通过实践项目培养工作相关技能
获得可共享的职业证书

该课程共有3个模块

This beginner-friendly course explores how Generative AI is transforming software testing across the QA lifecycle. Learn to automate requirement analysis, test planning, test case development, execution, and closure using cutting-edge tools like testRigor. Discover how AI simplifies environment setup, creates synthetic test data, prioritizes test cases, and enhances reporting through real-world demos. Gain hands-on experience comparing traditional vs GenAI-driven workflows and improve testing speed, accuracy, and coverage with AI-powered automation.

Basic understanding of software testing or QA processes is recommended. By the end of this course, you will be able to: - Use GenAI tools to automate requirement analysis, test design, and execution - Generate test cases, synthetic data, and acceptance criteria with AI - Optimize test planning and cycle closure with minimal manual effort - Apply tools like testRigor for real-world GenAI-powered testing tasks - Evaluate GenAI adoption using examples from industries like healthcare analytics Ideal for QA professionals, testers, and tech teams looking to enhance testing workflows with AI.

Learn the foundations of Generative AI in software testing, from understanding the software testing life cycle to analyzing requirements with AI tools. Explore how GenAI enhances test case creation, clarifies requirements, suggests focus areas, and generates acceptance criteria. Includes hands-on demos comparing traditional and AI-based methods. Ideal for QA professionals and testers exploring AI-powered testing.

涵盖的内容

10个视频1篇阅读材料3个作业1个插件

10个视频总计50分钟

Learning Objectives3分钟
What is Software Testing?4分钟
Steps in Software Testing Life Cycle14分钟
Frequently Used GenAI Tools in Software Testing2分钟
Demo: Comparing Traditional and Generative AI-based Test Case Creation3分钟
Requirement Analysis in STLC2分钟
Role of GenAI in Requirement Analysis: Clarifying Requirements3分钟
Role of GenAI in Requirement Analysis: Suggesting Focus Area2分钟
Role of GenAI in Requirement Analysis: Generating Acceptance Criteria6分钟
Demo: Analyzing Requirements Using GenAI7分钟

1篇阅读材料总计10分钟

Course Syllabus10分钟

3个作业总计70分钟

Quiz on Software Testing: The Generative AI Way15分钟
Quiz on GenAI-Powered Requirement Analysis15分钟
Assessment for Foundations of Generative AI in Software Testing40分钟

1个插件总计15分钟

Reimagining Software Testing with Generative AI15分钟

Master test design and data preparation using Generative AI. Learn how AI enhances test planning, automates test case development, and generates synthetic data. Explore real-world demos with tools like testRigor to create, prioritize, and document test cases. See how GenAI improves planning for complex systems like healthcare analytics. Ideal for testers aiming to streamline QA workflows with AI.

涵盖的内容

12个视频3个作业1个插件

12个视频总计72分钟

Role of GenAI in Test Planning10分钟
Demo: Optimizing Test Planning for Healthcare Analytics Platform Using GenAI7分钟
Role of GenAI in Test Case Development 4分钟
Generating Test Cases: Example2分钟
Demo: Automating Test Case Generation Using testRigor6分钟
Generating Synthetic Test Data: Examples2分钟
Demo: Generating Synthetic and Augmented Datasets Using Generative AI Tools9分钟
Creating Test Scenarios: Example 2分钟
Demo: Creating and Executing Scenario-Based Tests Using Generative AI15分钟
Test Case Prioritization: Example2分钟
Automating Test Case Documentation2分钟
Demo: Automating Test Case Prioritization and Documentation Using Generative AI6分钟

3个作业总计70分钟

Quiz on GenAI-Powered Test Planning15分钟
Quiz on GenAI-Powered Test Case Development15分钟
Assessment for Test Design and Data Preparation with GenAI40分钟

1个插件总计15分钟

Designing and Automating Tests with GenAI: From Planning to Execution15分钟

Explore how Generative AI streamlines test execution and closure processes. Learn to set up testing environments, generate scripts, and interpret results using AI. Understand how GenAI supports test cycle closure through automation and insights. Includes hands-on demos to optimize execution and reporting. Ideal for QA teams looking to boost testing efficiency with AI-powered workflows.

涵盖的内容

6个视频4个作业1个插件

6个视频总计26分钟

Role of GenAI in Environment Setup4分钟
Providing Scripts and Interpreting Test Results: Examples7分钟
Demo: Optimizing Test Execution Using GenAI4分钟
Role of GenAI in Test Cycle Closure3分钟
Demo: Automating Test Cycle Closure Using GenAI3分钟
Key Takeaways2分钟

4个作业总计85分钟

Quiz on GenAI-Powered Environment Setup15分钟
Quiz on GenAI-Powered Test Execution15分钟
Quiz on GenAI-Powered Test Cycle Closure15分钟
Assessment for Execution and Closure Using GenAI40分钟

1个插件总计15分钟

Executing and Closing the Testing Cycle with GenAI15分钟

获得职业证书

将此证书添加到您的 LinkedIn 个人资料、简历或履历中。在社交媒体和绩效考核中分享。

位教师

Priyanka Mehta

Simplilearn

62 门课程25,804 名学生

提供方

Simplilearn

从 Mobile and Web Development 浏览更多内容

状态：免费试用
Board Infinity
Mastering Test Management and Tools
课程
状态：预览
Board Infinity
Generative AI in Software Development
课程
状态：免费试用
Coursera Instructor Network
Improving Diagnostic Accuracy with GenAI
课程
状态：免费试用
Amazon
Generative AI in Software Development
课程

人们为什么选择 Coursera 来帮助自己实现职业发展

Felipe M.

自 2018开始学习的学生

''能够按照自己的速度和节奏学习课程是一次很棒的经历。只要符合自己的时间表和心情，我就可以学习。'

Jennifer J.

自 2020开始学习的学生

''我直接将从课程中学到的概念和技能应用到一个令人兴奋的新工作项目中。'

Larry W.

自 2021开始学习的学生

''如果我的大学不提供我需要的主题课程，Coursera 便是最好的去处之一。'

Chaitanya A.

''学习不仅仅是在工作中做的更好：它远不止于此。Coursera 让我无限制地学习。'

通过 Coursera Plus 开启新生涯

无限制访问 10,000+ 世界一流的课程、实践项目和就业就绪证书课程 - 所有这些都包含在您的订阅中

了解更多

通过在线学位推动您的职业生涯

获取世界一流大学的学位 - 100% 在线

探索学位

加入超过 3400 家选择 Coursera for Business 的全球公司

提升员工的技能，使其在数字经济中脱颖而出

了解更多

常见问题

Generative AI in software testing uses AI models to automate tasks like test case creation, data generation, and requirement analysis.

Yes, AI can automate repetitive tasks, improve test accuracy, and enhance efficiency across the software testing lifecycle.

AI has broad scope from test planning and execution to defect prediction and reporting boosting speed and coverage in QA processes.

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.