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SAS Institute A00-405 SAS Viya 3.5 Natural Language Processing and Computer Vision Exam Practice Test

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Total 60 questions

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

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Question 1

The following text siring "Wonder, Wondering, Wonderful, Wonderment, Wonders" is tested using the Category Rule

(OR, "wonder0">

Which terms are highlighted in the text string?

Options:

A.

Wonders

B.

Wonder Wondering, Wonders

C.

Wonder Wonders

D.

Wonder Wondering

E.

Wonderful, Wonderment, Wonders

Question 2

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

Question 3

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

Question 4

Refer to the Exhibit tabs.

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

Question 5

Which option is the correct activation (unction for the output layer in a CNN model trained to classify an image belonging to one of the n classes (CI. C2, C3, , Cn)?

Options:

A.

Sigmoid

B.

ReLU

C.

TanH

D.

Softmax

Question 6

What computation is performed when applying a neural network with Batch Normalization to test data?

Options:

A.

µ and o^2 are estimated using an exponentially weighted average across tram and test sets

B.

Normalizations are applied using parameters learned during testing

C.

Normalizations are applied using parameters learned during training

D.

µ and o^2 are estimated using an exponentially weighted average across test set

Question 7

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

Question 8

Refer to the exhibit.

Which statements are TRUE? (Choose two)

Options:

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

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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Total 60 questions