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1. 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 supervised learning.
D) Clustering is done without prior knowledge of output classes.
2. Which ONE of the following options is the MOST APPROPRIATE stage of the ML workflow to set model and algorithm hyperparameters?
SELECT ONE OPTION
A) Evaluating the model
B) Deploying the model
C) Data testing
D) Tuning the model
3. Pairwise testing can be used in the context of self-driving cars for controlling an explosion in the number of combinations of parameters.
Which ONE of the following options is LEAST likely to be a reason for this incredible growth of parameters?
SELECT ONE OPTION
A) ML model metrics to evaluate the functional performance
B) Different weather conditions
C) Different Road Types
D) Different features like ADAS, Lane Change Assistance etc.
4. 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 I, IV, and V
C) Aspects III, IV, and V
D) Aspects I, II, and III
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: C |
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