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A00-405 Sample Questions Answers

Questions 4

Which concept rule must be used for generating factual extraction within a sentence containing machine learning and text analytics?

A)

B)

C)

D)

Options:

A.

Option A

B.

Option B

C.

Option C

D.

Option D

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Questions 5

Given these two addLayer action calls:

How many trainable parameters for layer fc2?

Options:

A.

70

B.

1050

C.

1020

D.

1000

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Questions 6

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?

Options:

A.

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

B.

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

C.

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

D.

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

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Questions 7

Fill in the blanks in the code extracted from the source code download from a Category node.

Your goal is to categorize the documents in the my Score Tbl table which has been uploaded to the myCasUb library The text column Comments are identified by myKey, and the scoring output tables are to be saved in the same library as the score table

Enter your answer in the fields above.

Options:

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Questions 8

Which statement is TRUE regarding topic creation in the Topics node1?

Options:

A.

Topics Map can be used to explore the topic and terms associations

B.

Term density can be adjusted using a sliding bar in the Term Cloud panel

C.

Custom topics can be generated using user-specified terms

D.

Exact document density threshold value can be supplied in the Edit Topics Properties window

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Questions 9

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

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Questions 10

Consider a 224x224 image provided as input for training a CNN for image classification A 5x5 filter is to be used with a stride of 1 for the first convolutional layer What size padding should be applied in order to maintain the original resolution to provide as input to the next layer?

Enter your numeric answer in the space above.

Options:

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Questions 11

Which feature is enabled in the default settings of the Text Parsing Node?

Options:

A.

misspelling detection

B.

synonym list

C.

minimum number of documents

D.

start list

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Questions 12

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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Questions 13

("Not*: This is an interactive item Follow the instructions to answer the question Scroll bars may appear if the windows are too small Each window can be re-sized by dragging on the 5 circles located between windows)

Complete the statement on the right with the options on the left.

Options:

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Questions 14

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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Questions 15

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:

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Questions 16

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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Questions 17

Which option of the loadlmage action can be used to load images in the subdirectory tree of a directory?

Options:

A.

recurse

B.

reload

C.

subdirs

D.

repeat

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Questions 18

Assume:

* You have images In directories user/animals/cats and/user/animals/dogs

* You have a path caslib with name that points to the directory /user.

What value can you use for the LabelLevels parameter of the laodimage action to obtains the string cats and dogs in the _label column of the output table?

Options:

A.

2

B.

0

C.

“All”

D.

1

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Exam Code: A00-405
Exam Name: SAS Viya 3.5 Natural Language Processing and Computer Vision
Last Update: May 17, 2024
Questions: 60
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