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A00-405 SAS Viya 3.5 Natural Language Processing and Computer Vision Questions and Answers

Questions 4

Consider the CONCEPT rule:

CONCEPT:red@A

Which choice represents a possible result from this CONCEPT rule?

Options:

A.

Redraw begins with the word red and then matches any set of alpha characters

B.

Reds, a plural variant of the noun red

C.

Redness a noun having red as a root word

D.

Redder, a variant of the adjective red

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Questions 5

Consider the category rule:

A00-405 Question 5

Which statement is TRUE about a document that satisfies this rule?

Options:

A.

It exhibits the topic named INCURSION

B.

It exhibits one or more of the items used to define the INCURSION concept

C.

It contains the term " incursion " or any of the stemmed versions of " incursion '

D.

It satisfies a previously defined INCURSION category rule but overrides the primary Boolean operator in the original rule with the OR operator

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Questions 6

Which feature is enabled in the default settings of the Text Parsing Node?

Options:

A.

misspelling detection

B.

synonym list

C.

minimum number of documents

D.

start list

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Questions 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

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Questions 8

Which node does not produce score code?

Options:

A.

Concepts

B.

Text Parsing

C.

Topics

D.

Sentiment

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Questions 9

Refer to the exhibit.

A00-405 Question 9

The pixel intensity values for the top left corner of a 224x224 grey scale image are provided in Exhibit A This image is provided as input to the convolutional filter (Exhibit B) with equal zero padding of size 2 on all sides

What is the first value in the feature map resulting from applying this filler (cross-correlation operation)?

Options:

A.

186

B.

0

C.

10 D. 97

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Questions 10

Refer to the exhibit (width ' height ' stride, d=depth):

A00-405 Question 10

What is the cardinality within this block*?

Options:

A.

4

B.

32

C.

3

D.

5

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Questions 11

Which statements are TRUE about importing SAS Contextual Analysis projects into SAS Visual Text Analytics when creating a new project? (Choose two)

Options:

A.

All custom concept and some predefined concept settings are imported

B.

All machine generated topics and sentiment scores are imported

C.

All custom categories are imported

D.

All sentiment classification and probability scores are imported

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Questions 12

Which statement is TRUE regarding the Topics node in SAS Visual Text Analytics ' '

Options:

A.

The term relevancy score ranges front 0 to 1.

B.

A custom topic assigns a term relevancy score of 1 to each document containing the term.

C.

You can split or merge topics

D.

A single document contains only one topic

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Questions 13

Which statement is TRUE regarding the document relevancy scores generated in the Topics Node?

Options:

A.

Relevancy scores enable you to emphasize certain user-specified documents

B.

Relevancy scores can be adjusted to increase the relevance of a document

C.

Relevancy scores are values between -1 and 1 where values that are closer to absolute 1 imply greater relevance

D.

Relevancy scores are normalized values to account for document length

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Questions 14

Refer to the Exhibit tabs.

A00-405 Question 14

A00-405 Question 14

The Aviation Safely Reporting System document collection contains safety reports related to aviation A term map is created fortIhe term " incursion "

The term " taxiway " is directly connected to the term " incursion " Which statement is consistent with the exhibit?

Options:

A.

The document collection contains 1,888 documents, and the terms " taxiway " and " incursion " appear together in 80 documents

B.

The document collection contains 1,888 documents, and the term " taxiway " appears in 80 documents

C.

The term " incursion " appears in 1,888 documents and the term " taxrway " appears in 80 of those 1.888 documents

D.

The term " taxiway " appears in 1 888 documents, and the term " incursion " appears in 80 of those 1.888 documents

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Questions 15

Complete the concept rule below with the rule type used to extract drug dosages.

A00-405 Question 15

Enter your answer in the field above

Options:

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Questions 16

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

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Questions 17

What sampling method does the DLTUNE action use to sample the hyper parameter values?

Options:

A.

Simple Random Sampling

B.

Systematic Sampling

C.

Stratified Random Sampling

D.

Latin Hypercube Sampling

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Questions 18

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

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Exam Code: A00-405
Exam Name: SAS Viya 3.5 Natural Language Processing and Computer Vision
Last Update: May 26, 2026
Questions: 60

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