Deep Learning with Python (Video 15)

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Information Technology (IT), Architecture, Mathematics
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7 questions
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1.
OPEN ENDED QUESTION
3 mins • 1 pt
What is a recurrent neural network and how does it differ from a conventional neural network?
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2.
OPEN ENDED QUESTION
3 mins • 1 pt
Explain the role of the hidden state in a recurrent neural network.
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3.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the significance of the hyperbolic tangent function in recurrent neural networks?
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4.
OPEN ENDED QUESTION
3 mins • 1 pt
Describe the process of updating the hidden state in a recurrent neural network.
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5.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the differences between LSTM and GRU architectures?
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6.
OPEN ENDED QUESTION
3 mins • 1 pt
How do gating mechanisms in LSTM networks function?
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7.
OPEN ENDED QUESTION
3 mins • 1 pt
How can the initial hidden states of an RNN be initialized, and why is this important?
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