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

SAS Viya 3.5 Natural Language Processing and Computer Vision

Last Update May 17, 2024
Total Questions : 60

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Questions 1

Given an equivalent number of neurons why would you use an LSTM-based recurrent neural network over a conventional recurrent neural network?

Options:

A.  

Implementation advantages - easier lo parallelize

B.  

Size - uses (ewer parameters

C.  

Efficiency-requires fewer computations

D.  

Sequence memory - learns data dependencies spanning more sequence elements

Discussion 0
Questions 2

Complete the concept rule by adding the Boolean Operator that should be used to find concepts where the term "best" appears within five tokens of the term "picture"

Enter your answer in the field above.

Options:

Discussion 0
Questions 3

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

Discussion 0
Questions 4

Refer to the Exhibit Tab:

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?

Options:

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

Discussion 0
Questions 5

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

Discussion 0
Questions 6

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

Discussion 0
Questions 7

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

Discussion 0
Questions 8

Which statement describes a situation in which a bi-directional recurrent neural network is a better option than a unidirectional network?

Options:

A.  

The data at any given point in time depends on both the previous and subsequent elements of the sequence

B.  

The data at any given point in time depends only on the previous elements of the sequence

C.  

The data at any given point in time is independent of both the previous and subsequent elements of the sequence

D.  

The data at any given point in time depends only on the subsequent elements of the sequence

Discussion 0
Questions 9

Which statement is TRUE about the QN modifier as it is used in the LITI language?

Options:

A.  

The @N modifier is a NOT (negation) modifier

B.  

The @N modifier is available in all concept rules

C.  

The @N modifier expands a noun term to include all noun stemmed variants of the term

D.  

The @N modifier specifies the starting byte location N where a word should be found

Discussion 0
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