Introduction to AI Testing
BCS, The Chartered Institute for IT (Verlag)
978-1-78017-718-2 (ISBN)
This book offers a comprehensive introduction to artificial intelligence and machine learning fundamentals, equipping software testers with the skills to effectively leverage AI-powered solutions for testing complex systems and AI applications. It also fully prepares readers for the ISTQB® Certified Tester AI Testing (CT-AI) certification exam.
Written in a practical and accessible style, this book offers a structured approach to AI testing based on the ISTQB® CT-AI syllabus. It includes practical examples, detailed explanations, industry insights, a mock exam and chapter-based questions to help readers succeed in the ISTQB® CT-AI exam.
This book is designed for newcomers and seasoned practitioners involved in testing AI-based systems as well as those seeking a deeper understanding of AI systems in general. It offers valuable insights into implementing AI-enabled solutions and enhancing the quality of AI-driven software, making it an indispensable resource.
ISTQB® is a registered trademark of the International Software Testing Qualifications Board.
This book was co-authored by a cross-functional team of Exactpro colleagues. It is an educational effort grounded, in equal parts, in Exactpro’s ISTQB®-accredited AI Testing training course and the diversity of the authors’ skillsets that spans academic backgrounds, industry research and practice, economics, creative and visual thinking, marketing and linguistics.
Chapter 1: Introduction to AI
Chapter 2: Quality Characteristics for AI-based Systems
Chapter 3: Machine Learning Overview
Chapter 4 Machine Learning Data
Chapter 5: Machine Learning Functional Performance Metrics
Chapter 6: Machine Learning Neural Networks and Testing
Chapter 7: Testing AI-based Systems Overview
Chapter 8: Testing AI-specific Quality Characteristics
Chapter 9: Methods and Techniques
Chapter 10: Test Environments for AI-based Systems
Chapter 11: Using AI for Testing
| Erscheinungsdatum | 15.09.2025 |
|---|---|
| Verlagsort | Swindon |
| Sprache | englisch |
| Maße | 170 x 224 mm |
| Themenwelt | Informatik ► Software Entwicklung ► Qualität / Testen |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| ISBN-10 | 1-78017-718-6 / 1780177186 |
| ISBN-13 | 978-1-78017-718-2 / 9781780177182 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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