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Deep Learning quiz 2

Authored by joshua igoni

Mathematics, Science, Computers

1st - 12th Grade

Used 23+ times

Deep Learning quiz 2
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12 questions

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1.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Batch normalization helps to prevent?

Activation function to become too high or low

The training speed to become too slow

Both A and B

None

2.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Convolutional Neural Network is used in?

Image classification

Text Classification

Computer vission

All of the above

3.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which of the following Neural networks has a memory?

1D CNN

2D CNN

LSTM

None

4.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

In Neural Networks, which of the following causes the loss not to decrease faster?

Stuck at a local minima

High regularization parameter

Slow learning rate

All of the above

5.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which of the following activation function can not be used in the output layer of an image classification model?

ReLu

Softmax

Sigmoid

None

6.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Suppose you are having a dataset from where you have to predict three classes. Then which of the following configuration should you use in the output layer?

Activation function = softmax, loss function = cross entropy

Activation function = sigmoid, loss function = cross entropy

Activation function = softmax, loss function = mean squared error

Activation function = sigmoid, loss function = mean squared error

7.

MULTIPLE CHOICE QUESTION

1 min • 1 pt

Which of the following is true about bias?

Bias is inherent in any predictive model

Bias impacts the output of the neurons

Both A and B

None

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