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deep learning quiz on 19/3/24

Authored by Mara Shirisha

Computers

Professional Development

Used 1+ times

deep learning quiz on 19/3/24
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10 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

20 sec • 1 pt

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

Image classification

Object detection

Reinforcement learning

Text generation

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main purpose of a Convolutional Neural Network (CNN)?

Image classification

Speech recognition

Text summarization

Music generation

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main purpose of a Generative Adversarial Network (GAN)?

Image generation

Speech recognition

Text summarization

Music composition

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary goal of a Long Short-Term Memory (LSTM) network?

Image classification

Object detection

Speech synthesis

Text generation

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the key objective of a Transformer model in natural language processing?

Image captioning

Machine translation

Speech recognition

Music generation

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the advantage of using a Recurrent Neural Network (RNN) over a feedforward neural network?

Ability to handle sequential data

Higher accuracy in image classification

Faster training time

Improved memory utilization

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

How does a Long Short-Term Memory (LSTM) network differ from a standard RNN?

LSTM can capture long-term dependencies

RNN has more layers for deeper learning

LSTM is only used for image processing

RNN has better performance in text generation

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