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APMG-International Latest Artificial-Intelligence-Foundation Material

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APMG-International Foundation Certification Artificial Intelligence Sample Questions (Q13-Q18):

NEW QUESTION # 13
What is an intelligent robot?

  • A. A robot that acts like a human.
  • B. A robot that takes the place of a human.
  • C. A robot that uses Al techniques.
  • D. A robot that has consciousness

Answer: C

Explanation:
Explanation
An intelligent robot is one that uses AI techniques, such as machine learning and natural language processing, to perceive, plan and act on its environment. Intelligent robots are able to process large amounts of data quickly and accurately, allowing them to make decisions and carry out tasks autonomously. Intelligent robots can be used in a variety of applications, from industrial automation to healthcare.

NEW QUESTION # 14
Ensemble learning methods do what with the hypothesis space?

  • A. Select a combination of hypothesis to combine their predictions
  • B. Extract ergodic solutions.
  • C. Test multiple hypotheses simultaneously.
  • D. Use stochastic gradient descent to optimise a network.

Answer: A

Explanation:
Explanation
https://link.springer.com/referenceworkentry/10.1007/978-0-387-73003-5_293#:~:text=Definition,and%20comb It works by selecting different subsets of the data, or different combinations of the hypothesis, and combining the results of each prediction in order to create a single, more accurate result. This is useful in situations where different hypothesis may be accurate in different parts of the data, or where a single hypothesis may not be accurate in all cases. Ensemble learning is used in a variety of applications, from computer vision to natural language processing.
References: [1] BCS Foundation Certificate In Artificial Intelligence Study Guide, BCS [2] Apmg-international.com, “What is Ensemble Learning?”, APMG International, https://apmg-international.com/en/about-apmg/blog/what-is-ensemble-learning/ [3] Exin.com,
“Ensemble Learning”, EXIN, https://www.exin.com/en-us/learn/ensemble-learning

NEW QUESTION # 15
What function is used in a Neural Network?

  • A. Trigonometric.
  • B. Statistical.
  • C. Linear.
  • D. Activation.

Answer: D

Explanation:
Explanation
Activation Functions
An activation function in a neural network defines how the weighted sum of the input is transformed into an output from a node or nodes in a layer of the network.
https://machinelearningmastery.com/choose-an-activation-function-for-deep-learning/#:~:text=An%20activation An activation function is a mathematical function used in a neural network to determine the output of a neuron. Activation functions are used to transform the inputs into an output signal and can range from simple linear functions to complex non-linear functions. Activation functions are an important part of neural networks and help the network learn patterns and generalize data. Types of activation functions include sigmoid, ReLU, tanh, and softmax. References: BCS Foundation Certificate In Artificial Intelligence Study Guide, https://bcs.org/certifications/foundation-certificates/artificial-intelligence/

NEW QUESTION # 16
Professor David Chalmers described consciousness as having two questions. What were these?

  • A. Can we integrate our knowledge to form consciousness and can we simulate consciousness?
  • B. What is the sub conscious and what is the conscious?
  • C. Are only humans conscious and are machines always unconscious?
  • D. An easy one and a hard one.

Answer: B

Explanation:
Explanation
Professor David Chalmers described consciousness as having two questions: “What is it like to be conscious?” and “Can machines be conscious?”. The first question, “What is it like to be conscious?”, is an attempt to understand what it is like to experience the subjective aspects of consciousness, such as feeling, emotion, and perception. The second question, “Can machines be conscious?”, is an attempt to understand whether or not machines can have the same kinds of subjective experiences as humans. For more information, please see the BCS Foundation Certificate In Artificial Intelligence Study Guide or the resources listed above.

NEW QUESTION # 17
What is one of the MAIN contributions of Al to the rapid development of The Fourth Industrial Revolution?

  • A. Al personal assistants.
  • B. Automation
  • C. Enhanced design.
  • D. Big Data

Answer: B

Explanation:
Explanation
https://research.com/careers/what-is-the-fourth-industrial-revolution
Artificial Intelligence (AI) is playing a major role in the rapid development of the Fourth Industrial Revolution. AI technologies are enabling the automation of many processes that were previously carried out by humans or machines, which has greatly increased the speed, efficiency, and accuracy of these processes.
Automation is one of the main contributions of AI to the Fourth Industrial Revolution, as it has greatly increased the productivity of businesses and industries, while reducing the cost of production and improving the quality of products.
References: https://www.bcs.org/more/certifications/foundation-certificate-in-artificial-intelligence/ https://www

NEW QUESTION # 18
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