Practice Introduction To Neural Networks (10) - Introduction to Neural Networks

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6 sample questions

Question 1.
What is the basic processing unit of a Neural Network called?
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Think of biological brains.
Question 2.
What term is used to describe the strength of connections between neurons?
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The word starts with a 'W'.
3Question 3.
What is a Neuron in a Neural Network?
- A basic processing unit
- A type of data
- A function for activation
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Think of how biological neurons work.
4Question 4.
True or False: Neurons work independently without influence from weights.
- True
- False
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Consider how input strength affects output.
Question 5.
Given a dataset with thousands of images, explain how you would design a Neural Network and decide which layers to incorporate for processing these images effectively.
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Think about the features you need to extract from images.
Question 6.
Discuss the implications of the black box nature of Neural Networks. What could be the consequences in critical applications such as healthcare?
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What happens if doctors cannot understand AI recommendations?

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