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Prepare for the SAS Viya 3.5 Natural Language Processing and Computer Vision exam with our extensive collection of questions and answers. These practice Q&A are updated according to the latest syllabus, providing you with the tools needed to review and test your knowledge.

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Actual SAS A00-405 Exam Questions

Question 1

Regularization in neural networks represents a set of techniques devised to accomplish what?

AReduce overfitting

BDownsample a feature map

CMinimize the toss function

DCalculate a softmax

Correct answer: C

Question 2

Refer to the exhibit.

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)?

A186

C10 D. 97

Correct answer: A

Question 3

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

AImplementation advantages - easier lo parallelize

BSize - uses (ewer parameters

CEfficiency-requires fewer computations

DSequence memory - learns data dependencies spanning more sequence elements

Correct answer: B

Question 4

Refer to the exhibit.

Which statement is TRUE?

AFive documents contain 'basketball' or 'baseball'

BThree documents contain both 'basketball' and 'baseball'

CThe word 'baseball' occurs three times in five document

DFive documents contain 'baseball'

Correct answer: D

Question 5

Which node does not produce score code?

AConcepts

BText Parsing

CTopics

DSentiment

Correct answer: C

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