AI-Powered Testing




What you'll learn
Understand the fundamentals of AI and its application in software testing
Utilize AI tools and techniques for test automation
Apply AI techniques to generate realistic and diverse test data sets.
Implement AI-driven test execution strategies to maximize efficiency and coverage
Requirements
No programming experience needed. You will learn everything you need to know.
Description
Discover the transformative impact of artificial intelligence on software testing with this comprehensive introductory course on AI-powered testing. As software demands grow, traditional testing methods often fall short in terms of speed, scalability, and accuracy. In this course, you'll learn to harness the potential of AI tools and techniques to revolutionize test automation, improve test coverage, streamline workflows, and optimize defect detection, helping teams deliver higher-quality software faster.Covering a broad range of concepts, this course dives into AI-driven test case generation, where AI algorithms autonomously create and prioritize test cases for better coverage. You'll explore predictive analytics to anticipate defect-prone areas, minimizing risks in the development cycle. Additionally, we examine machine learning applications for automated anomaly detection, adaptive testing, and continuous testing in agile environments. Through hands-on projects, you'll gain practical experience implementing AI-enhanced testing strategies, from integrating AI tools into CI/CD pipelines to leveraging AI for test data management.Real-world examples and interactive exercises empower you to apply learned concepts immediately. This course is ideal for QA professionals, test engineers, developers, and anyone eager to stay at the forefront of testing technology. By the end, you'll be equipped with knowledge and skills to lead AI-driven initiatives within your organization, making software testing more efficient, insightful, and responsive to modern development demands.
Overview
Section 1: Introduction to AI-Powered Testing
Lecture 1 Introduction
Lecture 2 AI-Driven Functional and Regressional Testing
Section 2: AI-Driven Testing
Lecture 3 AI-Driven Test Plan Generation
Lecture 4 AI-Driven Test Case Generation
Lecture 5 AI-Driven Test Data Generation
Lecture 6 AI-Driven Test Script Generation
Lecture 7 AI-Driven API Test Script Generation
Lecture 8 AI-Driven Dabase Test Script Generation
Section 3: Implementing AI Test Automation (Testim)
Lecture 9 Web Testing Basics
Lecture 10 Web Testing - Group and Parameter
Lecture 11 Web Test Suite and Test Plans
Section 4: Challenges and Ethics in AI-Driven Testing
Lecture 12 Challenges and Ethical Consideration
Section 5: Future of AI-Driven Testing
Lecture 13 Future AI in Software Testing
AI Powered Testing


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