6CSM1 Batch-2 quiz

6CSM1 Batch-2 quiz

University

11 Qs

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6CSM1 Batch-2 quiz

6CSM1 Batch-2 quiz

Assessment

Quiz

Engineering

University

Practice Problem

Medium

Created by

Ramya A

Used 1+ times

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11 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

What is the primary purpose of a Recurrent Neural Network (RNN)?

Image classification

Text generation

Reinforcement learning

Object detection

2.

OPEN ENDED QUESTION

5 sec • Ungraded

Enter your roll number

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3.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

Which layer type is typically used to capture sequential dependencies in an RNN?

Input layer

Output layer

Hidden layer

Activation layer

4.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

What is the advantage of using recurrent layers in an RNN?

They can generate synthetic data

They can handle variable-length inputs

They can handle non-linear transformations

They can capture temporal dependencies in the input data

5.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

What is the purpose of the hidden state in an RNN?

To adjust the learning rate during training

To store the information from the previous time step

To compute the gradients for backpropagation

None of the above

6.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

Which activation function is commonly used in the recurrent layers of an RNN?

ReLU (Rectified Linear Unit)

Sigmoid

Softmax

Tanh (Hyperbolic Tangent)

7.

MULTIPLE CHOICE QUESTION

10 sec • 1 pt

What is the purpose of the time step parameter in an RNN?

To adjust the learning rate during training

To specify the length of the input sequence

To determine the number of recurrent layers in the network

None of the above

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