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  • Exam Name: SAS Viya 3.5 Natural Language Processing and Computer Vision
  • Last Update: May 29, 2024
  • Questions and Answers: 60
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A00-405 Practice Exam Questions with Answers SAS Viya 3.5 Natural Language Processing and Computer Vision Certification

Question # 6

Refer to the exhibit.

A00-405 question answer

How many output feature maps would be created by a convolutional layer with four filters applied to a three channel input?

A00-405 question answer

Enter your numeric answer in the space above.

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Question # 7

Given these two addLayer action calls:

A00-405 question answer

How many trainable parameters for layer fc2?

A.

70

B.

1050

C.

1020

D.

1000

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Question # 8

Consider the category rule:

A00-405 question answer

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

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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Question # 9

Which statement is TRUE regarding the impact of node placement"?

A.

When a Concept node appears after a Text Parsing node, only kept terms derived by the Text Parsing node can be used in concept creation

B.

When a Concept node is placed after a Text Parsing node: the term table is affected by the concepts defined in the Concept node and the concepts impact every node that follows the Concept node

C.

When the Concept node appears before the Text Parsing node in the pipeline, the spell-checking features of the Concept node produce parent and child terms that show up as synonyms in the term table created by the Text Parsing node

D.

When a Concept node is placed before a Text Parsing node the term table is affected by the concepts defined in the Concept node and the concepts impact every node that follows the Text Parsing node

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Question # 10

What is the primary purpose of the Topics node?

A.

Document clustering

B.

Supervised categorization

C.

Information retrieval

D.

Unsupervised categorization

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Question # 11

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

A.

misspelling detection

B.

synonym list

C.

minimum number of documents

D.

start list

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Question # 12

Assume no padding is used for the input.

What is the output feature map size created by the cross-correlation between a three color channel, 10*10 input and a 4"4 filter that has a stride of two?

A00-405 question answer

Enter your numeric answers in the spaces above

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Question # 13

Refer to the exhibit.

A00-405 question answer

Which statements are TRUE? (Choose two)

A.

More proper nouns terms than the pronouns terms are kept

B.

There are 9 concepts in total

C.

There are 2 custom concepts

D.

Most preposition terms are kept

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Question # 14

Refer to the Exhibit Tab:

A00-405 question answer

An analyst is trying to find Aviation Safety Reports (ASR) related to taxiway and runway incursions

• She does not know the LITI language

• She finds that 3 of the 14 derived topics have keywords related to incursion incidents.

• She would like to examine documents that discuss incursions from the current ASR document collection

Which strategy will best support the analyst's goals?

A.

Use the Concepts node to define an INCURSION concept then include this concept in a category rule in the Categories node to identify documents having the INCURSION concept

B.

Use the Merge topics feature of the Topics node to combine the 3 topics, add the merged topic as a category, and then use the Categories node to categorize documents with respect to the category rules derived using the merged topic Examine the matched documents for the incursion category rule.

C.

Save the output data from the Topics results window and use the Explore and Visualize Data component of SAS Viya

D.

Add each of the 3 individual topics as categories then create a category rule in the Categories node that combines the three topic categories using a Boolean OR operation Examine the matched documents fix the incursion category rule

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Question # 15

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?

A00-405 question answer

Enter your numeric answer in the space above.

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Question # 16

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

A00-405 question answer

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

A.

10*10

B.

5*5

C.

8*8

D.

4*4

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Question # 17

Given the code to add a concatenation layer:

A00-405 question answer

Assume the output dimensions (width*depth):

• source layer A 100*100*5

• source layer B 100*100*5

• source layer C 100*100*3

What is the correct dimension of the output of this concatenation layer?

A.

100'100'13

B.

300'300'5

C.

100'100'18

D.

300'300'13

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Question # 18

Refer to the exhibit.

A00-405 question answer

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)?

A.

186

B.

0

C.

10 D. 97

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