Lesson 5 Quiz

Lesson 5 Quiz

University - Professional Development

20 Qs

quiz-placeholder

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Lesson 5 Quiz

Lesson 5 Quiz

Assessment

Quiz

Computers, Instructional Technology, Specialty

University - Professional Development

Practice Problem

Medium

Created by

Riya Acharya

Used 6+ times

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20 questions

Show all answers

1.

MULTIPLE SELECT QUESTION

45 sec • 1 pt

Which of these are reasons for Deep Learning recently taking off

We have access to a lot more computational power

Neural networks are a brand new field

We have access to lot more data

Deep learning models need less computational power

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

If you increase the number of hidden layers in a multi-layer Perceptron, the classification error of test data always decreases.

True

False

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

In a neural network, which of the following techniques is used to deal with overfitting?

Dropout

Regularization

Batch normalization

All of these

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

For an image recognition problem (recognizing a cat in a photo), which architecture of neural network would be better suited to solve the problem?

Multi-layer perceptron

Convolutional neural network

Recurrent neural network

All of these

5.

MULTIPLE SELECT QUESTION

45 sec • 1 pt

Select non-linear activation functions from below

ReLU

Tanh

Binary step

Adagrad

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Which of the below are optimization functions

Adam

Adagrad

Stochastic gradient descent

All of the above

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

Recommender system which relies on past user-item interactions to make new predictions is

Content-based

Collaborative filtering

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