Artificial Intelligence & Machine Learning

Gauge Your Deep Learning Dynamics – Medium Quiz

Eight multiple-choice questions probing essential deep learning principles and practices at an intermediate level.

#deep learning#backpropagation#neural architectures#transfer learning#attention mechanisms#recurrent models#convolutional layers#regularization techniques

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Total Questions

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medium

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Quiz Questions

Answer all questions below and test your knowledge.

1
What primarily causes the vanishing gradient problem in deep neural networks?
Question 1
2
In convolutional neural networks, what is the role of pooling layers?
Question 2
3
What does dropout regularization do during training?
Question 3
4
Batch normalization normalizes inputs to which component?
Question 4
5
What is the key advantage of LSTM over standard RNNs?
Question 5
6
In generative adversarial networks, what does the discriminator learn?
Question 6
7
What defines transfer learning in deep models?
Question 7
8
The self-attention mechanism in transformers primarily enables what?
Question 8