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Deep Learning - MCQ Quiz

Authored by Geeta Kakrani

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Deep Learning - MCQ Quiz
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15 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main difference between traditional machine learning and deep learning?

Deep learning uses fewer layers than ML

Machine learning always outperforms deep learning

Deep learning learns features automatically from data

ML is only used for image recognition

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which deep learning model is commonly used for image-related tasks?

RNN

GAN

CNN

LSTM

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of an activation function in a neural network?

To calculate the loss function

To add noise to data

To introduce non-linearity

To remove overfitting

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which tool is known for its beginner-friendly high-level API built on top of TensorFlow?

PyTorch

Jupyter Notebook

Keras

Numpy

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main function of a pooling layer in CNN architecture?

Adds non-linearity

Increases image resolution

Reduces spatial size and extracts dominant features

Applies filters to the input

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What technique allows AI models to use pre-trained knowledge for new tasks?

Reinforcement Learning

Transfer Learning

Backpropagation

Forward Propagation

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which neural network is suitable for sequential data like text or time series?

CNN

GAN

RNN

ANN

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