ISTQB® Certified Tester AI Testing - Online Webinar Englisch

Groupes cibles:

Tester, Testexperten,

Connaissances spécialisées:

Hold the ISTQB® CTFL Certificate, Have experience in software development or testing, It is helpful to have a basic knowledge of mathematical logic and stochastics, but not necessary.

Connaissances techniques:

Keine besonderen Anforderungen.

Classification de l’Agence pour l’emploi:

• C 1435-20 Software-Qualitätssicherung, Software-Testmanagement

Contenus

The course provides a good introduction and overview of the current state and expected trends in AI.
It is about implementing and testing an ML model and understanding where testers can best support its quality.
Further, it involves recognizing the challenges associated with testing AI-based systems, such as their self-learning, bias, ethics, complexity, non-determinism, transparency, and explainability.
Contribute to the test strategy for an AI-based system.
Design and execution of test cases for AI-based systems will be covered.
You'll learn about the specific test infrastructure requirements to support testing of AI-based systems.
You will gain a basic understanding of how AI can be used to support software testing.
Attending this course will lead to a comprehensive understanding of the subject.

For the practical exercises, a laptop is required on which the appropriate tools can be installed and used. Please use a laptop on which you have administration rights.

Content

Chapter 1: Introduction to AI
Chapter 2: Quality Characteristics for AI-Based Systems
Chapter 3: Machine Learning (ML) - Overview
Chapter 4: ML - Data
Chapter 5: ML Functional Performance Metrics
Chapter 6: ML - Neural Networks and Testing
Chapter 7: Testing AI-Based Systems Overview
Chapter 8: Testing AI-Specific Quality Characteristics
Chapter 9: Methods and Techniques for the Testing of AI-Based Systems
Chapter 10: Test Environments for AI-Based Systems
Chapter 11: Using AI for Testing


Exam information:

The Certified Tester Specialist AI Testing exam has the following characteristics:

The exam format is multiple choice.
The exam duration is 60 minutes. If the candidate's native language is not the exam language, an additional 25% time extension is granted (exam duration = 75 minutes).
The exam consists of 40 questions.
To pass, at least 65% of the questions must be answered correctly.
The total score for this exam is 47 points, meaning a minimum of 31 points is required to pass.
To obtain this certification, you must hold the Certified Tester Foundation Level certificate.