Artificial Intelligence & Machine Learning

Medium-Level Deep Learning Proficiency Test

Five targeted questions to evaluate your understanding of essential deep learning mechanisms and best practices.

#deep learning#backpropagation#regularization#neural architectures#optimizers#CNN RNN

Total Questions

Difficulty Level

medium

Progress

0/0

Quiz Questions

Answer all questions below and test your knowledge.

1
What primarily causes the vanishing gradient problem in deep neural networks during backpropagation?
Question 1
2
Which technique is commonly used in convolutional neural networks to reduce spatial dimensions while retaining key features?
Question 2
3
In recurrent neural networks, what innovation in LSTMs helps mitigate long-term dependency issues?
Question 3
4
Dropout regularization works by randomly setting what fraction of neurons to zero during training?
Question 4
5
Which optimizer adapts learning rates for each parameter based on first and second moment estimates?
Question 5

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