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YouTube

Driving Scalability and Accuracy in QA with AI and ML

Conf42 via YouTube

Overview

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This conference talk from Conf42 Python 2025 explores how artificial intelligence and machine learning are revolutionizing quality assurance processes. Discover the limitations of traditional testing methods and learn how AI-driven approaches can overcome these challenges. Explore practical applications including dynamic test strategy generation, automated test case creation, machine learning models for behavior-driven development, predictive analysis in testing, and specialized solutions for mobile app testing. The 38-minute presentation covers essential tools and technologies, implementation strategies, adoption challenges, and provides a forward-looking perspective on the future of QA. Gain valuable insights on how these advanced technologies can significantly improve both the scalability and accuracy of software testing processes.

Syllabus

00:00 Introduction and Disclaimer
00:13 Agenda Overview
01:03 Traditional Software Testing Methods
02:49 Challenges in Traditional Testing
04:01 Introduction to AI and ML in Testing
05:14 Comparing Traditional and AI-Driven Testing
06:40 Enhancing Testing with AI and ML
08:15 Dynamic Test Strategy Generation with AI
12:31 Automated Test Case Generation with AI
19:20 ML Models for BDD and Automated Testing
23:56 Predictive Analysis in Testing
27:02 AI and ML in Mobile App Testing
32:46 Tools and Technologies in AI and ML Testing
33:22 Implementing AI and ML in QA
34:07 Challenges in Adopting AI and ML for Testing
35:59 Future of QA with AI and ML
37:01 Key Takeaways and Conclusion

Taught by

Conf42

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