2026 - ISTQB AI Testing (CT-AI) Certification - Crash Course (Udemy.com)
AI Testing Explained for Testers with ISTQB CT-AI (1.0 & 2.0) Syllabus, 200+ Practice Quizzes & Exam Confidence
Created by: Rahul Shetty Academy
Last updated August 2026
What you will learn
- Learn Foundations of AI & Machine Learning for Testers
- 200+ practice quizzes designed to simulate the actual exam format.
- End-to-End Machine Learning Lifecycle & Data Testing
- ML Model Evaluation & Performance Testing
- Testing AI-Based Systems & AI-Specific Quality Characteristics
- Advanced AI Testing Techniques & Test Oracles
- Using AI for Testing & ISTQB CT-AI Exam Readiness
- Understand Bias, Ethics, Fairness & Explainable AI (XAI) in Real Systems
- Handle Non-Deterministic Behavior, Concept Drift & Production AI Risks
How it compares
Against the other 281 rated Udemy courses in Software Testing on CourseDuck:
- Rating4.2 out of 5higher than 12% of them
- Reviews530#168 of 282 by number of reviews
- Length10.4 hourslonger than 67% of them
- Last updatedAugust 2026more recently than 88% of them
Course Description
A complete practical course to make you understand AI Testing with ISTQB exam readiness.
Traditional software testing assumes predictable logic and fixed expected outputs. AI systems don’t work that way. They learn from data, evolve over time, behave probabilistically, and often operate as black boxes. This shift breaks many traditional testing assumptions. In this course, you will learn how to test AI-based systems the right way, using globally accepted ISTQB AI Testing (CT-AI) principles, explained clearly and practically for testers.
This course starts by building strong foundations. You will first understand what AI really is, how AI-based systems differ from conventional software, and why new testing strategies are required. You’ll then learn machine learning fundamentals — supervised, unsupervised, and reinforcement learning — not as a data scientist, but from a tester’s mindset.
As the course progresses, you’ll explore the complete ML lifecycle, focusing on what testers must validate at each stage: data preparation, training, validation, testing, deployment, and ongoing monitoring. You’ll learn how poor data quality, bias, imbalance, and mislabeling directly impact model behavior and test outcomes.
You will deeply understand ML performance metrics, their limitations, and how to detect overfitting and underfitting. The course then moves into testing AI-specific quality characteristics such as fairness, ethics, safety, transparency, interpretability, and explainability (XAI).
Finally, you’ll apply AI-specific testing techniques like adversarial testing, metamorphic testing, data poisoning, A/B testing, and exploratory testing, and also learn how AI itself can be used to enhance testing through test generation and defect prediction.
This course strictly follows the ISTQB CT-AI syllabus and prepares you with both conceptual clarity and exam confidence, making it ideal for testers, QA engineers, and test managers moving into AI-driven systems.
Course FAQs
ISTQB Syllabus-Oriented
Course content prepared entirely based on the official ISTQB syllabus.
Practical Approach
Concepts explained with real-world examples so you can easily relate them to your work.
Comprehensive Learning Structure
Each concept is followed by supplementary reading materials.
Chapter-by-chapter exam simulation quizzes to build confidence.
Full-length quiz tests at the end to ensure complete preparation.
Designed to familiarize you with the actual exam pattern.
Success Strategy
A thorough understanding of the course content, combined with consistent practice of all quizzes, will set you up to successfully clear the ISTQB exam.
Finally, I strongly encourage you to dedicate quality time to the quizzes—not just to find the right answer, but to carefully analyze why all the other options are incorrect. This will sharpen your reasoning process, improve conceptual clarity, and build the confidence needed to succeed in the real exam
Instructor Details
- 4.2 Rating
530 Reviews
Rahul Shetty Academy
"Nothing is Impossible. It all depends on how we are Trained on it."
"Teaching is my Passion. And it's my Profession. The only Business I know is Spreading Knowledge."
I'm Rahul Shetty (aka- Venkatesh), a QA instructor with a 15-year track record. Over 1 Million QA professionals from 195 countries have taken my courses on Selenium, Playwright, AI Testing, Software Testing (Jira), API Testing, Cypress, Postman, Appium, JMeter, and more..."
I lead top QA initiatives both online and offline — through Rahul Shetty Academy, one of the leading EdTech platforms for QA training; QASummit, a premier offline conference brand; and RS TekSolutions, my software consulting firm. Together, these ventures have helped hundreds of thousands of students master testing and automation, transforming their careers as Automation Engineers
"Many QA professionals aspire to learn cutting-edge automation, but 90% abandon their goals. It's not a lack of courses, but finding the right mentor who understands the QA mindset and tailors their teaching accordingly."
"As a QA engineer with nearly two decades of experience, I get it. I've built my courses strategically, focusing on practical skills and career growth. I believe I've cracked the code for teaching automation testing, and I'm thrilled to share it with you."
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Reviews
By Parth Parikh on 7/12/2026
Thank you for putting this course together. One suggestion for improvement: the slides don't always cover the full chapter content, and much of the remaining material is left to end-of-chapter articles for self-reading. Video walkthroughs of that content would make the learning experience more complete and engaging.
By Elena on 7/1/2026
The course contains very general information that can just as easily be found in free public sources. The articles about AI appear to be AI-generated. The first part of the course also has audio issues - the sound cuts out slightly from time to time. It was also very distracting that the instructor pronounced "Silhouette Score" as "Silhot Score," which made me question their expertise. The course is NOT worth the money.
By Kseniya Turlei on 5/21/2026
Could be better. A lot of AI generated articles to read, sometimes bad quality of questions, questions of further themes included to an after-chapter quiz, broken formatting in articles.
By Adheena Paul on 5/13/2026
This course is really good for gaining an understanding of AI, Machine Learning concepts, and the overall syllabus. My advice would be to practice mock papers similar to those available on the official ISTQB website, as they will be very helpful for the exams. Thanks, Rahul, for this wonderful course. As always, it’s great learning from your courses!
By Shreyas K R on 2/12/2026
Found this course very useful for certification preparation. Complex scenarios has been explained with real world examples and can be easily remembered. Neatly crafted without unnecessary topics. Covered all the topics as per syllabus. Articles help a lot in providing more information and deep insights. Quiz helps to check how the understanding of the topics we have learn't and improve. Teaching methodology is absolutely great. 100% Worth the money!!!!
By Shweta Yadav on 1/30/2026
It was great course , covered all topics for ISTQB certificate and understand ML work flow for QA. Helped me a lot to clear my CT-AI certification in first attempt. Thanks a lot to Rahul Shetty Sir.
By Naseema Mariyam on 1/20/2026
As a software tester transitioning to AI-powered systems, this course was a game changer. It ties together AI fundamentals, ML lifecycle testing, and AI-specific quality concerns with exam-style practice. The quizzes and final exams is giving me the confidence to tackle the ISTQB CT-AI certification.
By Srushti B on 1/19/2026
I took this course to prepare for the ISTQB CT-AI certification and I'm glad I did. Rahul does a great job breaking down complex AI concepts into digestible chunks that make sense for testers. I come from a traditional QA background with zero machine learning experience, so I was worried I'd be lost, but the way he explains things like neural networks, training data quality, and model evaluation made it all click for me. The course structure follows the official syllabus really well, which kept me focused on what actually matters for the exam. I particularly liked the sections on AI-specific risks and testing techniques—things like adversarial testing and checking for bias in ML models. These aren't topics you'll find in regular testing courses, and they're becoming super relevant in the industry. The practice questions after each section helped reinforce what I learned, and the full mock exams at the end were pretty close to the real thing. Overall it's a must have course for all.
By Bhumija Kumari on 1/19/2026
After working in software testing for about 5 years, I realized AI testing was becoming unavoidable in my projects, so I decided to get certified. Rahul's course was recommended by a colleague, and it definitely lived up to the hype. What stood out to me was how practical the explanations were. Instead of drowning you in technical jargon, Rahul connects everything back to real testing scenarios. The module on data quality issues was especially valuable—I hadn't really thought about how biased training data could completely mess up an AI system's reliability. Now I actually know what to look for when testing ML-based features. The quiz format is well thought out too. You get immediate feedback on why answers are right or wrong, which helps you learn the material instead of just memorizing it. If you're on the fence about whether you need this certification, I'd say go for it. AI is everywhere now, and understanding how to test it properly is becoming essential. This course gives you both the knowledge and the exam confidence you need.
By Minni Hussain on 1/18/2026
I wanted to take ISTQB AI certification for a long time but have been resisting myself due to the lack of any good course to boost my confidence before taking the exam. I was very excited when Rahul launched istqb ai course and jumped right into it. I'm halfway past the course and it has been a great run so far. Can't wait to take my certification by Feb and all the credits goes to this course for giving me the push to take the exam!!
Quality Score
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Overall Score : 84 / 100












