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Fundamentals exam questions with |\ |\ |\ |\
answers
Which type of service provides a platform for conversational
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artificial intelligence (AI)? - CORRECT ANSWERS ✔✔Bot Services
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Which type of artificial intelligence (AI) workload has the primary
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purpose of making large amounts of data searchable? - CORRECT
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ANSWERS ✔✔Knowledge mining |\ |\
Which artificial intelligence (AI) workload scenario is an example of
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anomaly detection? - CORRECT ANSWERS ✔✔Monitoring the
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flow speed and low/high points of river water levels
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(Tips: Anomaly Detector service to detect abnormalities in time-
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series data.)
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Which artificial intelligence (AI) workload scenario is an example of
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natural language processing (NLP)? - CORRECT ANSWERS
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✔✔Extracting key phrases from a business insights report
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,For which scenario should you use anomaly detection? - CORRECT
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ANSWERS ✔✔detecting credit card fraud
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Which principle of responsible artificial intelligence (AI) has the
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objective of ensuring that AI solutions benefit all parts of society
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regardless of gender or ethnicity? - CORRECT ANSWERS
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✔✔Inclusiveness
Which principle of responsible artificial intelligence (AI) defines the
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framework of governance and organization principles that meet
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ethical and legal standards of AI solutions? - CORRECT ANSWERS
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✔✔Accountability
(Tip: Accountability defines the framework of governance and
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organizational principles, which are meant to ensure that AI
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solutions meet ethical and legal standards that are clearly defined.)
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Which principle of responsible artificial intelligence (AI) plays the
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primary role when implementing an AI solution that meet
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qualifications for business loan approvals? - CORRECT ANSWERS
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✔✔Fairness
,(Tip: Fairness is meant to ensure that AI models do not
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unintentionally incorporate a bias based on criteria such as gender |\ |\ |\ |\ |\ |\ |\ |\ |\ |\
or ethnicity)
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Which principle of responsible artificial intelligence (AI) is applied
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in the design of an AI system to ensure that users understand
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constraints and limitations of AI? - CORRECT ANSWERS |\ |\ |\ |\ |\ |\ |\ |\
✔✔Transparency
(Tip: The transparency principle states that AI systems must be
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designed in such a way that users are made fully aware of the
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purpose of the systems, how they work, and which limitations can
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be expected during use.)
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Which two principles of responsible artificial intelligence (AI) are
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most important when designing an AI system to manage healthcare
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data? Each correct answer presents part of the solution. - CORRECT
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ANSWERS ✔✔1. Accountability
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2. Privacy and Security
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A company is currently developing driverless agriculture vehicles to
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help harvest crops. The vehicles will be deployed alongside people
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working in the crop fields, and as such, the company will need to
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carry out robust testing.
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, Which principle of responsible artificial intelligence (AI) is most
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important in this case? - CORRECT ANSWERS ✔✔Reliability and
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safety
Which type machine learning algorithm predicts a numeric label
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associated with an item based on that item's features? - CORRECT
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ANSWERS ✔✔Regression |\
Which type of machine learning algorithm assigns items to a set of
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predefined categories? - CORRECT ANSWERS ✔✔Classification
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Which type of machine learning algorithm finds the optimal way to
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split a dataset into groups without relying on training and validating
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label predictions? - CORRECT ANSWERS ✔✔Clustering
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Predicting rainfall for a specific geographical location is an example
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of which type of machine learning? - CORRECT ANSWERS
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✔✔Regression
A company deploys an online marketing campaign to social media
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platforms for a new product launch. The company wants to use
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machine learning to measure the sentiment of users on the Twitter
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platform who made posts in response to the campaign.
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