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SASInstitute A00-405 Exam Syllabus Topics:
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NEW QUESTION 32
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. 0
- B. 1
- C. 2
- D. 3
Answer: C
NEW QUESTION 33
Complete the concept rule below with the rule type used to extract drug dosages.
Enter your answer in the field above
Answer:
Explanation:
50
NEW QUESTION 34
Given the code to score images:
What is the actual batch size?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: B
NEW QUESTION 35
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. 0
- B. 1
- C. 2
- D. 3
Answer: D
NEW QUESTION 36
Which node does not produce score code?
- A. Text Parsing
- B. Topics
- C. Concepts
- D. Sentiment
Answer: B
NEW QUESTION 37
Assume no padding is used for the input.
What is the output feature map size created by the cross-correlation between a three color channel, 10*10 input and a 4"4 filter that has a stride of two?
Enter your numeric answers in the spaces above
Answer:
Explanation:
3*3
NEW QUESTION 38
Given the code specifying the three initial layers of a convolutional network:
What is the size of me output tensor (image) ot pool?
- A. 5*5
- B. 10*10
- C. 4*4
- D. 8*8
Answer: B
NEW QUESTION 39
Given the category rule:
Which document would be identified based on the text strings in the answer options?
- A. Side effects include decreased cognitive ability and memory issue
- B. Alzheimer s side effects include decreased cognitive ability and memory issues
- C. The patient was diagnosed with Alzheimer's disease Side effects include decreased cognitive ability and memory issues
- D. The patient was diagnosed with Alzheimers disease Side effects include decreased cognitive ability and memory issues
Answer: D
NEW QUESTION 40
Which statement is TRUE regarding the document relevancy scores generated in the Topics Node?
- A. Relevancy scores enable you to emphasize certain user-specified documents
- B. Relevancy scores are values between -1 and 1 where values that are closer to absolute 1 imply greater relevance
- C. Relevancy scores are normalized values to account for document length
- D. Relevancy scores can be adjusted to increase the relevance of a document
Answer: B
NEW QUESTION 41
You have a very large set of documents you are preparing for SAS Visual Text Analytics Which two actions should you perform during data preparation? (Choose two)
- A. Use CHAR data type tor the Text variable with a long length
- B. Keep all the character variables in addition to the Text variable
- C. Sample the data first for subsequent interactive model development
- D. Have enough number of documents for each category label
Answer: A,C
NEW QUESTION 42
Which statement describes a situation in which a bi-directional recurrent neural network is a better option than a unidirectional network?
- A. The data at any given point in time is independent of both the previous and subsequent elements of the sequence
- B. The data at any given point in time depends only on the previous elements of the sequence
- C. The data at any given point in time depends on both the previous and subsequent elements of the sequence
- D. The data at any given point in time depends only on the subsequent elements of the sequence
Answer: C
NEW QUESTION 43
Consider the category rule:
Which statement is TRUE about a document that satisfies this rule?
- A. It exhibits one or more of the items used to define the INCURSION concept
- B. It satisfies a previously defined INCURSION category rule but overrides the primary Boolean operator in the original rule with the OR operator
- C. It contains the term "incursion" or any of the stemmed versions of "incursion '
- D. It exhibits the topic named INCURSION
Answer: B
NEW QUESTION 44
Which action set is needed to upload a picture into memory using SAS?
- A. DeepLearn
- B. Image
- C. Table
- D. LoadActionSet
Answer: A
NEW QUESTION 45
Given an equivalent number of neurons why would you use an LSTM-based recurrent neural network over a conventional recurrent neural network?
- 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
Answer: B
NEW QUESTION 46
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?
- A. The document collection contains 1,888 documents, and the term "taxiway" appears in 80 documents
- B. The term "incursion" appears in 1,888 documents and the term "taxrway" appears in 80 of those 1.888 documents
- C. The term "taxiway" appears in 1 888 documents, and the term "incursion" appears in 80 of those 1.888 documents
- D. The document collection contains 1,888 documents, and the terms "taxiway" and "incursion" appear together in 80 documents
Answer: A
NEW QUESTION 47
How many channels does a BGR image contain?
Enter your numeric answer in the space above
Answer:
Explanation:
3
NEW QUESTION 48
Which option of the loadlmage action can be used to load images in the subdirectory tree of a directory?
- A. subdirs
- B. recurse
- C. repeat
- D. reload
Answer: C
NEW QUESTION 49
Which statement is TRUE regarding the Topics node in SAS Visual Text Analytics''
- A. A single document contains only one topic
- B. You can split or merge topics
- C. A custom topic assigns a term relevancy score of 1 to each document containing the term.
- D. The term relevancy score ranges front 0 to 1.
Answer: A
NEW QUESTION 50
Which statement is TRUE regarding topic creation in the Topics node1?
- A. Exact document density threshold value can be supplied in the Edit Topics Properties window
- B. Topics Map can be used to explore the topic and terms associations
- C. Term density can be adjusted using a sliding bar in the Term Cloud panel
- D. Custom topics can be generated using user-specified terms
Answer: B
NEW QUESTION 51
Given the code:
How many trainable parameters do these lines add to the model
- A. 0
- B. 1
- C. 2
- D. 3
Answer: A
NEW QUESTION 52
An analyst wants to identify terms that might be used as keywords to search a document collection looking for consumer comments related to price Using which SAS Visual Text Analytics node and feature would be most efficient for this business need?
- A. The term table for a derived PRICE topic in the Topics node
- B. The "show similarity scores" feature for the term price in the Kept Terms pane of the Text Parsing node
- C. The "create rule from selected elements" feature for the term price in the Textual Elements pane of the Categories node
- D. The "matched documents" feature for a custom PRICE concept in the Concepts node
Answer: A
NEW QUESTION 53
Which feature is enabled in the default settings of the Text Parsing Node?
- A. minimum number of documents
- B. start list
- C. synonym list
- D. misspelling detection
Answer: D
NEW QUESTION 54
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