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A00-405 Exam Dumps - SAS Institute Natural Language and Computer Vision Specialist Questions and Answers

Question # 4

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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Question # 5

Consider the category rule:

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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Question # 6

An analyst wants to identify terms that might be used as keywords to search a document collection looking for consumer comments related to price Using which SAS Visual Text Analytics node and feature would be most efficient for this business need?

Options:

A.

The "create rule from selected elements" feature for the term price in the Textual Elements pane of the Categories node

B.

The "matched documents" feature for a custom PRICE concept in the Concepts node

C.

The term table for a derived PRICE topic in the Topics node

D.

The "show similarity scores" feature for the term price in the Kept Terms pane of the Text Parsing node

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Question # 7

Which statements are TRUE regarding SAS Visual Text Analytics projects? (Choose two)

Options:

A.

Users can include nodes from other Model Studio projects, including SAS Visual Forecasting and SAS Visual Data Mining and Machine B. Learning projects, in a SAS Visual Text Analytics pipeline

B.

After creating a project in SAS Visual Text Analytics users can run the project with a different data source

C.

Users can promote a SAS Visual Text Analytics 8 2 project to SAS Visual Text Analytics 8 3 project

D.

A SAS Visual Text Analytics project created by one user cannot be accessed by another user

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Question # 8

Given the category rule:

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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Question # 9

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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Question # 10

Given the code:

How many trainable parameters do these lines add to the model

Options:

A.

25

B.

520

C.

250

D.

500

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Question # 11

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

Options:

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 # 12

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

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: Feb 22, 2025
Questions: 60
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