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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q75-Q80):

NEW QUESTION # 75
What is the definition of a UiPath Communications Mining data source?

  • A. A user-permissioned project containing a taxonomy with labels and entities.
  • B. A permissioned storage area within the platform which contains communications and labels.
  • C. The model that we create when training the platform to understand the data in those sources.
  • D. A collection of raw unlabeled communications data of a similar type, that can be associated with up to
    10 datasets.

Answer: D

Explanation:
According to the UiPath documentation, a data source is a raw collection of verbatims, which are text-based communications such as survey responses, emails, transcripts, or calls1. A data source can be of a similar type and share a similar intended purpose, such as capturing customer feedback or servicing requests2. A data source can be added to up to 10 different datasets, which are collections of sources and labels that are used to train and evaluate ML models3. Therefore, the correct definition of a UiPath Communications Mining data source is A.
References:
1: Communications Mining - Sources 2: Communications Mining - Managing Sources and Datasets 3: Communications Mining - Understanding the data structure and permissions


NEW QUESTION # 76
Which of the following options is accepted as a Column field name in Document Manager?

  • A. First_name123
  • B. f1rst-name
  • C. first name
  • D. first_n@me

Answer: A

Explanation:
According to the UiPath documentation, the field name for a column field in Document Manager does not accept uppercase letters. It can only contain lowercase letters, numbers, underscore _ and dash -12. Therefore, the only option that meets these criteria is D. First_name123. The other options are invalid because they either contain uppercase letters, spaces, or @ symbols, which are not allowed.
References: 1: Document Understanding - Create and Configure Fields 2: Document Understanding - Create
& Configure Fields


NEW QUESTION # 77
How is the Taxonomy component used in the Document Understanding Template?

  • A. To automatically extract structured data fields from documents, leveraging taxonomy mappings for precise data extraction.
  • B. To define the document types and the pieces of information targeted for data extraction (fields) for each document type.
  • C. To convert scanned documents into machine-readable formats, utilizing taxonomy rules to enhance digitized content accuracy.
  • D. To assign predefined document categories based on content similarity, simplifying classification tasks for easier document organization.

Answer: B


NEW QUESTION # 78
What does adding missed labels help improve in UiPath Communications Mining?

  • A. Increases the taxonomy coverage.
  • B. Label bias warnings.
  • C. Increases data security.
  • D. Label precision and recall.

Answer: D


NEW QUESTION # 79
What does the following expression do?
subTotalAdditions.Select(Function(field) CDec(documentFields(field))).ToList.Sum() + subtotal

  • A. Sums up all the line amounts and converts the fields to CDec.
  • B. Sums up subtotal fields from the config file converted to CDec with the subtotal.
  • C. Sums up the subtotal to the total variable by converting it to CDec
  • D. Sums up all the line amounts converted to CDec and the subtotal

Answer: D

Explanation:
The expression does the following:
* It uses the subTotalAdditions variable, which is a list of field names that represent the line amounts in the document.
* It uses the Select method to apply a function to each element of the list. The function takes a field name as an argument and returns the value of the corresponding document field converted to a decimal number using the CDec function.
* It uses the ToList method to convert the result of the Select method into a list of decimal numbers.
* It uses the Sum method to calculate the sum of the elements in the list.
* It adds the subtotal variable, which is another decimal number, to the sum.
The expression returns the total amount of the document, which is the sum of all the line amounts and the subtotal.
References:
* VB.NET - Select Method
* VB.NET - CDec Function
* VB.NET - ToList Method
* [VB.NET - Sum Method]


NEW QUESTION # 80
......

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