Search Header Logo

Deep Learning and Data Analytics Quiz

Authored by Husna Husin

Computers

University

Deep Learning and Data Analytics Quiz
AI

AI Actions

Add similar questions

Adjust reading levels

Convert to real-world scenario

Translate activity

More...

    Content View

    Student View

8 questions

Show all answers

1.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What are the main types of layers that make up a CNN?

Convolutional layer

Pooling layer

Fully connected layer

All of the above

2.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the primary use of Recurrent Neural Networks (RNNs)?

Image recognition

Natural language processing

Object detection

Pattern recognition

3.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the advantage of using Autoencoders?

They require labeled data

They can handle large batches of data

They are only used for image data

They are computationally inexpensive

4.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the main problem faced by RNNs known as exploding gradients?

The model weights grow too large

The model runs too slowly

The model cannot learn

The model is too simple

5.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the purpose of the pooling layer in a CNN?

To increase the dimensionality of feature maps

To reduce the dimensionality of feature maps

To connect all nodes

To apply filters

6.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is the function of the backpropagation through time (BPTT) algorithm in RNNs?

To determine the gradients

To increase the learning rate

To simplify the model

To reduce training time

7.

MULTIPLE CHOICE QUESTION

30 sec • 1 pt

What is a significant disadvantage of Autoencoders?

They require labeled data

They can overlook complex data linkages

They are too simple

They are not scalable

Access all questions and much more by creating a free account

Create resources

Host any resource

Get auto-graded reports

Google

Continue with Google

Email

Continue with Email

Classlink

Continue with Classlink

Clever

Continue with Clever

or continue with

Microsoft

Microsoft

Apple

Apple

Others

Others

Already have an account?