The Certified Tester AI Testing (CT-AI) certification, offered by ISTQB®, focuses on testing AI-based systems and leveraging AI for software testing. It is designed to enhance understanding of artificial intelligence (AI) and machine learning (ML), particularly in the context of testing these technologies.
This certification is aimed at professionals such as testers, test analysts, data analysts, test engineers, test managers, software developers, and others involved in testing AI systems. It is also suitable for individuals seeking a foundational understanding of AI testing, including project managers, quality managers, and business analysts.
Key Topics Covered
The CT-AI syllabus includes:
- Introduction to AI: Covers AI definitions, types (Narrow, General, Super AI), and AI-based vs. conventional systems.
- Machine Learning (ML): Explores ML workflows, algorithm selection, overfitting/underfitting, and dataset quality.
- Testing AI-Based Systems: Focuses on challenges like bias, ethics, transparency, and testing self-learning systems.
- Using AI in Testing: Discusses AI-driven defect prediction, test case generation, and regression suite optimization.
- Introduction to AI: Covers AI definitions, types (Narrow, General, Super AI), and AI-based vs. conventional systems.
- Machine Learning (ML): Explores ML workflows, algorithm selection, overfitting/underfitting, and dataset quality.
- Testing AI-Based Systems: Focuses on challenges like bias, ethics, transparency, and testing self-learning systems.
- Using AI in Testing: Discusses AI-driven defect prediction, test case generation, and regression suite optimization12.
Exam Details
- Number of Questions: 40
- Passing Score: 31 out of 47 points
- Duration: 60 minutes (+25% for non-native speakers)
- Prerequisite: Certified Tester Foundation Level certification1.
Business Outcomes
Certified professionals will:
- Understand AI trends and challenges in testing AI systems.
- Design and execute test cases for AI-based systems.
- Contribute to test strategies and infrastructure for AI testing.
- Utilize AI tools to enhance software testing12.
This certification is ideal for those looking to specialize in the growing field of AI testing and its applications in software quality assurance.
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