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Neural Networks Quiz

Authored by Harrison Kitema

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Professional Development

Used 1+ times

Neural Networks Quiz
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10 questions

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1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main difference between linear regression and logistic regression?

Linear regression predicts probabilities, logistic regression predicts values

Linear regression is for classification, logistic regression is for regression

Linear regression outputs continuous values, logistic regression outputs probabilities

Both are the same except for the optimizer used

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is an activation function used for in a neural network?

To normalize input data

To add bias to a neuron

To introduce non-linearity to the network

To adjust the weights

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the role of bias in a neural network?

Prevents overfitting

Adds flexibility by shifting the activation function

Improves gradient descent

Reduces training time

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What do hidden layers in a neural network do?

Store the final predictions

Normalize the data

Process input data through weighted sums and activation functions

Store training labels

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Is CAPTCHA an example of a neural network?

Yes, it is a neural network model

No, it’s a training dataset

CAPTCHA uses neural networks to recognize inputs

It is a programming language

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the following is NOT an example of a neural network?

Convolutional Neural Network

Recurrent Neural Network

Decision Tree

Feedforward Neural Network

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What does ReLU stand for?

Rectified Linear Unit

Random Line Update

Recurrent Learning Unit

Rectangular Logic Unit

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