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Which of the following is NOT an application of neural networks?

• Speech recognition

• Image processing

• Machine translation

• Machine engines

Which of the following problems cannot be directly solved by neural networks?

• Regression problems

• Classification problems

• Clustering problems

• Hardware problems

Which of the following is an example of AI application in smart cities?

• Building a rocket to explore deep space

• Predicting natural disasters in remote areas

• Optimizing traffic flow using real-time data analysis

• Developing advanced restaurant menus

Which of the following is a potential application of AI in education?

• Building a new sports stadium on campus

• Developing a new students’ uniform

• Personalizing learning experiences for individual students

• Creating a new student cafeteria menu

What type of learning does the following sentence define? “A type of learning that uses examples from the training dataset to learn”

• Supervised learning

• Unsupervised learning

• Semi-supervised learning

• Reinforced learning

What type of learning does the following sentence define? “A type of learning which groups similar data items based on features from the dataset”

• Supervised learning

• Unsupervised learning

• Semi-supervised learning

• Reinforced learning

What type of learning does the following sentence define? “A type of learning that is a combination of supervised and unsupervised learning”

• Supervised learning

• Unsupervised learning

• Semi-supervised learning

• Reinforced learning

Which of the following is a fundamental concept in neural networks?

• Activation function

• Regression analysis

• Linear programming

• Decision tree

Which of the following statements correctly describe the fundamental concepts and basic learning rules of neural networks?

• Neural networks are a type of artificial intelligence that imitate the structure and function of the human brain

• Neural networks consist of hardware connection of neurons on a breadboard connected via weighted wires

• Neural networks use an algorithm to adjust the behaviour of humans’ brain by adjusting the weights of the neural network model.

• Neural networks are used to form communication networks between mobile phones in a small city

Identify the type of the neural network shown

• Single Layer Perceptron

• Recurrent Neural Network

• Multi-Layer Perceptron

• Convolutional Neural Network