Natural Language and Computer Vision Specialist A00-405 Study Guide

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Share some Natural Language and Computer Vision Specialist A00-405 exam questions and answers below.
Regularization in neural networks represents a set of techniques devised to accomplish what?
A.Reduce overfitting
B.Downsample a feature map
C.Minimize the toss function
D.Calculate a softmax
Answer:C

Which statement is TRUE about importing documents into SAS Visual Text Analytics using the Explore and Visualize Data menu?
A.You must include your document collection in a parent folder
B.You must convert your document collection to a SAS data set
C.You must correct misspelled words in the document collection
D.You must store the documents as txt files in a folder
Answer:A

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.Have enough number of documents for each category label
C.Sample the data first for subsequent interactive model development
D.Keep all the character variables in addition to the Text variable
Answer:A, C

Which statement is TRUE concerning the "dropout" option?
A.It specifies the number of neurons to drop from each layer of the network
B.It specifies the percentage of neurons to drop from a given layer of the network
C.It specifies the percentage of neurons to drop from the entire network
D.It specifies the number of layers to drop from the entire network
Answer:B

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



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