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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| ML Functional Performance Metrics | - Performance Evaluation
|
| Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Introduction to AI | - AI Fundamentals
|
| ML Neural Networks and Testing | - Neural Networks
|
| Testing AI-Specific Quality Characteristics | - Quality Validation
|
| Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Using AI for Testing | - AI-Assisted Testing
|
| Machine Learning | - ML Fundamentals
|
| Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| ML Data | - Data Quality
|
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
Which ONE of the following options does NOT describe an Al technology related characteristic which differentiates Al test environments from other test environments?
SELECT ONE OPTION
- A. The challenge of mimicking undefined scenarios generated due to self-learning
- B. Challenges in the creation of scenarios of human handover for autonomous systems.
- C. Challenges resulting from low accuracy of the models.
- D. The challenge of providing explainability to the decisions made by the system.
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ln the near future, technology will have evolved, and Al will be able to learn multiple tasks by itself without needing to be retrained, allowing it to operate even in new environments. The cognitive abilities of Al are similar to a child of 1-2 years.' In the above quote, which ONE of the following options is the correct name of this type of Al?
SELECT ONE OPTION
- A. Super Al
- B. Technological singularity
- C. General Al
- D. Narrow Al
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A software component uses machine learning to recognize the digits from a scan of handwritten numbers. In the scenario above, which type of Machine Learning (ML) is this an example of?
SELECT ONE OPTION
- A. Clustering
- B. Classification
- C. Regression
- D. Reinforcement learning
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Which ONE of the following options describes a scenario of A/B testing the LEAST?
SELECT ONE OPTION
- A. A comparison of the performance of two different ML implementations on the same input data.
- B. A comparison of two different offers in a recommendation system to decide on the more effective offer for same users.
- C. A comparison of the performance of an ML system on two different input datasets.
- D. A comparison of two different websites for the same company to observe from a user acceptance perspective.
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