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BCS Foundation Certificate In Artificial Intelligence Sample Questions (Q37-Q42):

NEW QUESTION # 37
What function is used in a Neural Network?

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

Answer: B

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


NEW QUESTION # 38
An agent based model is a simul-ation of autonomous agents (individual and collective). What can be used to learn from the data generated by the simul-ations?

A. A spreadsheetB. Machine Learning.C. Paraview.D. Python.

Answer: A

Explanation:
https://www.pnas.org/doi/10.1073/pnas.082080899


NEW QUESTION # 39
An agent based model is a simul-ation of autonomous agents (individual and collective). What can be used to learn from the data generated by the simul-ations?

A. Machine Learning.B. A spreadsheetC. Paraview.D. Python.

Answer: A

Explanation:
Explanation
An agent based model is a simulation of autonomous agents (individual and collective). Machine learning can be used to learn from the data generated by the simulations. Machine learning algorithms can analyze the data generated by simulations and identify patterns, which can then be used to help the agent make decisions and take actions. References:
[1] BCS Foundation Certificate In Artificial Intelligence Study Guide, "Simulation and Modelling", p.101-104.
[2] APMG-International.com, "Foundations of Artificial Intelligence" [3] EXIN.com, "Foundations of Artificial Intelligence"


NEW QUESTION # 40
What does TRL stand for?

A. Technical Robotic Level.B. Technology Readiness Level.C. Transform Reinforced LearningD. Transport Ready Level.

Answer: B

Explanation:
Explanation
Technology Readiness Level (TRL) Technology Readiness Levels (TRL) are a method of estimating the
technology maturity of Critical Technology Elements (CTE) of a program during the acquisition process.
https://acqnotes.com/acqnote/tasks/technology-readiness-level#:~:text=Technology%20Development-,Technolog


NEW QUESTION # 41
Ensemble learning methods do what with the hypothesis space?

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

Answer: C

Explanation:
Explanation
https://link.springer.com/referenceworkentry/10.1007/978-0-387-73003-5_293#:~:text=Definition,and%20comb


NEW QUESTION # 42
......

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