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SAS Institute A00-405 SAS Viya 3.5 Natural Language Processing and Computer Vision Exam Practice Test

Demo: 9 questions
Total 60 questions

SAS Viya 3.5 Natural Language Processing and Computer Vision Questions and Answers

Question 1

Given the code specifying the three initial layers of a convolutional network:

What is the size of me output tensor (image) ot pool?

Options:

A.

10*10

B.

5*5

C.

8*8

D.

4*4

Question 2

Consider a 224x224 image provided as input for training a CNN for image classification A 5x5 filter is to be used with a stride of 1 for the first convolutional layer What size padding should be applied in order to maintain the original resolution to provide as input to the next layer?

Enter your numeric answer in the space above.

Options:

Question 3

Assume:

* You have images In directories user/animals/cats and/user/animals/dogs

* You have a path caslib with name that points to the directory /user.

What value can you use for the LabelLevels parameter of the laodimage action to obtains the string cats and dogs in the _label column of the output table?

Options:

A.

2

B.

0

C.

“All”

D.

1

Question 4

Given the code to score images:

What is the actual batch size?

Options:

A.

20

B.

2

C.

40

D.

10

Question 5

Regularization in neural networks represents a set of techniques devised to accomplish what?

Options:

A.

Reduce overfitting

B.

Downsample a feature map

C.

Minimize the toss function

D.

Calculate a softmax

Question 6

Refer to the exhibit.

Which statement is TRUE?

Options:

A.

Five documents contain 'basketball' or 'baseball'

B.

Three documents contain both 'basketball' and "baseball'

C.

The word 'baseball' occurs three times in five document

D.

Five documents contain 'baseball'

Question 7

You have a very large set of documents you are preparing for SAS Visual Text Analytics Which two actions should you perform during data preparation? (Choose two)

Options:

A.

Use CHAR data type tor the Text variable with a long length

B.

Have enough number of documents for each category label

C.

Sample the data first for subsequent interactive model development

D.

Keep all the character variables in addition to the Text variable

Question 8

Which statement is TRUE concerning the "dropout" option?

Options:

A.

It specifies the number of neurons to drop from each layer of the network

B.

It specifies the percentage of neurons to drop from a given layer of the network

C.

It specifies the percentage of neurons to drop from the entire network

D.

It specifies the number of layers to drop from the entire network

Question 9

Which statement is TRUE about importing documents into SAS Visual Text Analytics using the Explore and Visualize Data menu?

Options:

A.

You must include your document collection in a parent folder

B.

You must convert your document collection to a SAS data set

C.

You must correct misspelled words in the document collection

D.

You must store the documents as txt files in a folder

Demo: 9 questions
Total 60 questions