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1. A company producing consumable goods wants to identify groups of people with similar tastes for the purpose of targeting different products for each group. You have to choose and apply an appropriate ML type for this problem.
Which ONE of the following options represents the BEST possible solution for this above-mentioned task?
SELECT ONE OPTION
A) Association
B) Classification
C) Regression
D) Clustering
2. 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) Technological singularity
B) General Al
C) Super Al
D) Narrow Al
3. Which ONE of the following statements is a CORRECT adversarial example in the context of machine learning systems that are working on image classifiers.
SELECT ONE OPTION
A) These attack examples cause a model to predict the correct class with slightly less accuracy even though they look like the original image.
B) Black box attacks based on adversarial examples create an exact duplicate model of the original.
C) These attacks can't be prevented by retraining the model with these examples augmented tothe training data.
D) These examples are model specific and are not likely to cause another model trained on same task to fail.
4. Which ONE of the following approaches to labelling requires the least time and effort?
SELECT ONE OPTION
A) Al-Assisted
B) Outsourced
C) Pre-labeled dataset
D) Internal
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: D | Question # 4 Answer: C |
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