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| Section | Objectives |
|---|---|
| Test Environments for AI-Based Systems | - AI Test Infrastructure
|
| ML Data | - Data Quality
|
| Methods and Techniques for Testing AI-Based Systems | - Test Design Techniques
|
| Testing AI-Specific Quality Characteristics | - Quality Validation
|
| Quality Characteristics for AI-Based Systems | - AI-Specific Quality Attributes
|
| ML Neural Networks and Testing | - Neural Networks
|
| Testing AI-Based Systems Overview | - AI Testing Fundamentals
|
| ML Functional Performance Metrics | - Performance Evaluation
|
| Using AI for Testing | - AI-Assisted Testing
|
| Introduction to AI | - AI Fundamentals
|
| Machine Learning | - ML Fundamentals
|
Which ONE of the following options does NOT describe a challenge for acquiring test data in ML systems?
SELECT ONE OPTION
Correct Answer: B 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
A system was developed for screening the X-rays of patients for potential malignancy detection (skin cancer).
A workflow system has been developed to screen multiple cancers by using several individually trained ML models chained together in the workflow.
Testing the pipeline could involve multiple kind of tests (I - III):
I.Pairwise testing of combinations
II.Testing each individual model for accuracy
III.A/B testing of different sequences of models
Which ONE of the following options contains the kinds of tests that would be MOST APPROPRIATE to include in the strategy for optimal detection?
SELECT ONE OPTION
Correct Answer: A 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
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
Correct Answer: B 🗳️
An image classification system is being trained for classifying faces of humans. The distribution of the data is
70% ethnicity A and 30% for ethnicities B, C and D. Based ONLY on the above information, which of the following options BEST describes the situation of this image classification system?
SELECT ONE OPTION
Correct Answer: B 🗳️
Explanation: Only visible for PrepAwayTest members. You can sign-up / login (it's free).
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