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ISQI CT-AI_v1.0_World Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Testing AI-Specific Quality Characteristics | - Quality Validation
|
| Topic 2: Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| Topic 3: ML Functional Performance Metrics | - Performance Evaluation
|
| Topic 4: Using AI for Testing | - AI-Assisted Testing
|
| Topic 5: ML Neural Networks and Testing | - Neural Networks
|
| Topic 6: ML Data | - Data Quality
|
| Topic 7: Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| Topic 8: Introduction to AI | - AI Fundamentals
|
| Topic 9: Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| Topic 10: Machine Learning | - ML Fundamentals
|
| Topic 11: Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
ISQI ISTQB Certified Tester AI Testing (v1.0) Sample Questions:
1. Which ONE of the following combinations of Training, Validation, Testing data is used during the process of learning/creating the model?
SELECT ONE OPTION
A) Training data * test data
B) Training data - validation data
C) Validation data - test data
D) Training data - validation data - test data
2. Data used for an object detection ML system was found to have been labelled incorrectly in many cases.
Which ONE of the following options is most likely the reason for this problem?
SELECT ONE OPTION
A) Bias issues
B) Accuracy issues
C) Security issues
D) Privacy issues
3. Which ONE of the following types of coverage SHOULD be used if test cases need to cause each neuron to achieve both positive and negative activation values?
SELECT ONE OPTION
A) Threshold coverage
B) Neuron coverage
C) Value coverage
D) Sign change coverage
4. Which ONE of the following options BEST DESCRIBES clustering?
SELECT ONE OPTION
A) Clustering is classification of a continuous quantity.
B) Clustering is supervised learning.
C) Clustering is done without prior knowledge of output classes.
D) Clustering requires you to know the classes.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: C |
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