最新のCT-AI_v1.0_World問題集で試験を準備する

Which ONE of the following activities is MOST relevant when addressing the scenario where you have more than the required amount of data available for the training?
SELECT ONE OPTION

• A. Data labeling
• B. Data augmentation
• C. Feature selection
• D. Data sampling

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

• A. Only III
• B. I and III
• C. I and II
• D. Only II

Max. Score: 2
Al-enabled medical devices are used nowadays for automating certain parts of the medical diagnostic processes. Since these are life-critical process the relevant authorities are considenng bringing about suitable certifications for these Al enabled medical devices. This certification may involve several facets of Al testing (I - V).
I.Autonomy
II.Maintainability
III.Safety
IV.Transparency
V.Side Effects
Which ONE of the following options contains the three MOST required aspects to be satisfied for the above scenario of certification of Al enabled medical devices?
SELECT ONE OPTION

• A. Aspects II, III and IV
• B. Aspects III, IV, and V
• C. Aspects I, II, and III
• D. Aspects I, IV, and V

Which ONE of the following options BEST DESCRIBES clustering?
SELECT ONE OPTION

• A. Clustering is classification of a continuous quantity.
• B. Clustering requires you to know the classes.
• C. Clustering is done without prior knowledge of output classes.
• D. Clustering is supervised learning.