SAS A00-405 Exam Practice Test Instant Access

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

Answer : C

Question 2

What is the minimum information required in an input data set prior to creating a SAS Visual Text Analytics project?

AA column of text

BA column of text, a document ID and a categorical group variable

CA column of text and a categorical group variable

DA column of text and a document ID

Answer : D

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

Answer : B

Question 4

Assume you are using an addLayer call with dcopout=o. 5 to add a pooling layer into a CNN model What is the outcome of the addLayer call?

AThe values from halt of the output neurons of the pooling layer ate randomly set to zero

BThe output feature map size is increased 2 times on width and height.

CThe values from half of the input neurons to the pooling layer are randomly set to zero

DThe output feature map size is reduced by half on width and height

Answer : A

Question 5

Which statement is TRUE regarding the Topics node in SAS Visual Text Analytics''

AThe term relevancy score ranges front 0 to 1.

BA custom topic assigns a term relevancy score of 1 to each document containing the term.

CYou can split or merge topics

DA single document contains only one topic

Answer : D

Question 6

Which action set is needed to upload a picture into memory using SAS?

ALoadActionSet

BImage

CDeepLearn

DTable

Answer : C

Question 7

Given the code to score images:

What is the actual batch size?

A20

C40

D10

Answer : D

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