A00-405 Online Practice Questions and Answers

("Note: This is an interactive item Follow the instructions to answer the question Scroll bars may appear it the windows are too smart Each window can be resized by dragging on the 5 circles located between windows)

You are building a CNN for an image classification task

Drag the layers on the left to the slots on the right in the appropriate order (from top to bottom) for this task

You have the number of layers listed below:

Input Layer (1)

Output Layer (1)

Convolutional Layer (1)

Fully Connected Layer(2>

Pooling Layer(1)

Select and Place:

Refer to the exhibit.

Exhibit A details the structure of a convolutional model Exhibit B provides details o( each layer in the model The blue arrowed lines represent connections between layers What is the depth of the residual layer depicted above'?

A. 30

B. 60

C. 15

D. 45

What are two reasons to use a pooling layer in a Convolution Neural Network (CNN)? (Choose two)

A. to increase granularity of information

B. to make the feature map invariant to transformation

C. to extract features of different spatial scale

D. to extract a summarized value from an area of the image

Given the code to add a concatenation layer:

Assume the output dimensions (width*depth):

source layer A 100*100*5 source layer B 100*100*5 source layer C 100*100*3

What is the correct dimension of the output of this concatenation layer?

A. 100'100'13

B. 300'300'5

C. 100'100'18

D. 300'300'13

Given the code:

How many trainable parameters do these lines add to the model

A. 25

B. 520

C. 250

D. 500

Which statements are TRUE about importing SAS Contextual Analysis projects into SAS Visual Text Analytics when creating a new project? (Choose two)

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

Which is the correct syntax for using a previously defined LITI concept rule, `'Date_of_Diagnosis'' in a category rule?

A. (_tmac, " [Date_Of_Diagnosis} ")

B. (AND, "{Date_Of_Diagnosis)"} ")

C. (AND, "[Data_Off_Diagnosis]'} ")

D. (_tmac, "{Date_Of_Diagnosis} ")

What is the primary purpose of the Topics node?

A. Document clustering

B. Supervised categorization

C. Information retrieval

D. Unsupervised categorization

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)?

A. 186

B. 0

C. 10

D. 97

Which statement is TRUE regarding the impact of node placement"?

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