Course
digicode: TAI
ISTQB® Certified Tester AI Testing (CT-AI)
Learn how to evaluate, test, and validate machine learning models, data pipelines, and intelligent behavior. At the same time, you’ll prepare for the official ISTQB AI Testing certification.
Duration
4 days
Price
3'200.–
Please note:
This is a reseller course and as such excluded from any discounts (excluding promo codes).
Course documents
Course script
Price information
incl. exam voucher
Course facts
Download as PDF- Understanding the current state and expected trends of AI
- Experiencing the implementation and testing of a ML model and recognizing where testers can best influence its quality
- Understanding the challenges associated with testing AI-Based systems, such as their self-learning capabilities, bias, ethics, complexity, non-determinism, transparency and explainability
- Contributing to the test strategy for an AI-based system
- Designing and executing test cases for AI-based systems
- Recognizing the special requirements for the test infrastructure to support the testing of AI-based systems
- Understanding how AI can be used to support software testing
Day 1
- Introduction to AI, machine learning, and neural networks
- Differences between rule-based vs. learning-based systems
- Quality attributes of AI systems: bias, robustness, explainability
Day 2
- Testing approaches for AI: black-box, white-box, model-based
- Test strategies for supervised and unsupervised learning
- Data validation, test oracles, labeling, and ground truth challenges
Day 3
- Risk-based testing for AI systems
- Testing AI in production and continuous validation
- Sample exam questions and certification preparation
- Final Q&A and discussion
Day 4
- Sample exam questions and certification preparation
- Final Q&A and discussion
Ideal for testers, test managers, QA engineers, data scientists, and product owners who work on or deal with AI-based software systems and machine learning pipelines.
Knowledge of software testing and quality assurance is required. Basic knowledge of AI or machine learning is a plus.
Holding the «ISTQB Foundation Level» certification is recommended.
The examination is taken remotely and individually after attending the course. The examination fees are included in the course price.
Exam format: Number of questions: 40, pass rate: 31 out of 47, duration: 60 minutes (25% additional time for non-native speakers)
This training is conducted in cooperation with our partner Xebia Switzerland AG.