Which of the following is NOT a common type of machine learning?
Correct Answer: B
Explanation:
The common types of machine learning include supervised learning, unsupervised learning,
reinforcement learning, and deep learning. Cognitive learning is not a type of machine learning;
rather, it is a term often associated with the broader field of cognitive science and psychology.
Reference: AIGP BODY OF KNOWLEDGE and standard AI/ML literature
Question 2
A company is working to develop a self-driving car that can independently decide the appropriate
route to take the driver after the driver provides an address.
If they want to make this self-driving car “strong” Al, as opposed to "weak,” the engineers would also
need to ensure?
Correct Answer: A
Explanation:
Strong AI, also known as artificial general intelligence (AGI), refers to AI that possesses the ability to
understand, learn, and apply intelligence across a broad range of tasks, similar to human cognitive
abilities. For the self-driving car to be classified as "strong" AI, it would need to possess full human
cognitive abilities to make independent decisions beyond pre-programmed instructions. Reference:
AIGP BODY OF KNOWLEDGE and AI classifications.
Question 3
Each of the following actors are typically engaged in the Al development life cycle EXCEPT?
Correct Answer: B
Explanation:
Typically, actors involved in the AI development life cycle include data architects (who design the
data frameworks), socio-cultural and technical experts (who ensure the AI system is socio-culturally
aware and technically sound), and legal and privacy governance experts (who handle the legal and
privacy aspects). Government regulators, while important, are not directly engaged in the
development process but rather oversee and regulate the industry. Reference: AIGP BODY OF
KNOWLEDGE and AI development frameworks.
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