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Free Practice Questions for the SAS Institute Natural Language and Computer Vision Specialist A00-405 Exam (2026 Updated)

At Marks4sure, we are dedicated to providing IT professionals with the most accurate and reliable preparation materials for the SAS Institute A00-405 exam. To support your certification journey, we have made a selection of our premium 2026 Natural Language and Computer Vision Specialist practice questions and answers available completely free. You can take this practice test as many times as you need. Every question includes a detailed, expertly verified explanation to ensure you fully grasp the core security concepts before test day.

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Questions 4

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 5

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 6

Given these two addLayer action calls:

A00-405 Question 6

How many trainable parameters for layer fc2?

Options:

A.

70

B.

1050

C.

1020

D.

1000

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Questions 7

Which document structures are NOT identifiable using LITI rules ' ?

Options:

A.

sentences

B.

pages

C.

words

D.

paragraphs

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Questions 8

Refer to the exhibit.

A00-405 Question 8

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 '

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Questions 9

Which is the correct syntax for using a previously defined LITI concept rule, ‘’Date_of_Diagnosis’’ in a category rule?

Options:

A.

(_tmac, " [Date_Of_Diagnosis} " )

B.

(AND, " {Date_Of_Diagnosis) " } " )

C.

(AND, " [Data_Off_Diagnosis] ' } " )

D.

(_tmac, " {Date_Of_Diagnosis} " )

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Questions 10

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

A00-405 Question 10

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

Options:

A.

10*10

B.

5*5

C.

8*8

D.

4*4

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Questions 11

Given the category rule:

A00-405 Question 11

Which document would be identified based on the text strings in the answer options?

Options:

A.

The patient was diagnosed with Alzheimer ' s disease Side effects include decreased cognitive ability and memory issues

B.

Side effects include decreased cognitive ability and memory issue

C.

The patient was diagnosed with Alzheimers disease Side effects include decreased cognitive ability and memory issues

D.

Alzheimer s side effects include decreased cognitive ability and memory issues

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Questions 12

Which option is incorporated in the dlTune action?

Options:

A.

Bayesian Optimization

B.

Hyperband Method

C.

Genetic Algorithm

D.

Simple Random Sampling

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Questions 13

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 14

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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Questions 15

Refer to the exhibit.

A00-405 Question 15

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 16

CASL

A00-405 Question 16

Python

A00-405 Question 16

Review the code in the CASL and Python tabs The code sets are the same but in different languages Given this code which statement correctly describes this recurrent neural network built by the code set1?

Options:

A.

The RNN assigns a classification to each element in the sequence

B.

The RNN predicts the next value in a sequence

C.

The RNN assigns a classification to the entire sequence

D.

The RNN predicts the previous value in a sequence

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Questions 17

Which statement is TRUE regarding topic creation in the Topics node1?

Options:

A.

Topics Map can be used to explore the topic and terms associations

B.

Term density can be adjusted using a sliding bar in the Term Cloud panel

C.

Custom topics can be generated using user-specified terms

D.

Exact document density threshold value can be supplied in the Edit Topics Properties window

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Questions 18

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

A00-405 Question 18

What is the cardinality within this block*?

Options:

A.

4

B.

32

C.

3

D.

5

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Exam Code: A00-405
Exam Name: SAS Viya 3.5 Natural Language Processing and Computer Vision
Last Update: Oct 5, 2026
Questions: 60

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