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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q10-Q15):

NEW QUESTION # 10
What are the available options for Scoring in Document Manager, that apply to string fields only?

A. Exact match and Levenshtein.
B. Exact match and Auto.
C. Exact match and Native string search.
D. Exact match and First span.

Answer: A

Explanation:
In UiPath Document Manager, for string fields, the available options for scoring include:
* Exact match: This checks whether the extracted string exactly matches the expected value.
* Levenshtein: This method computes the "distance" between two strings, which is the number of single- character edits (insertions, deletions, or substitutions) required to change one string into the other. It is used to assess the similarity between the extracted string and the expected value.
These scoring methods help evaluate the accuracy of string extraction in the document understanding process.
For more details, refer to:
* UiPath Document Understanding Framework: String Field Scoring
* Levenshtein Distance in UiPath: Scoring String Fields

NEW QUESTION # 11
In UiPath Communications Mining, what does the Reports section contain?

A. Tools for evaluating model performance.
B. Tools for message analytics and monitoring.
C. Tools for comparing different model versions.
D. Tools for evaluating label and entity performance.

Answer: B

Explanation:
In UiPath Communications Mining, the Reports section provides a variety of tools for analyzing and monitoring messages within a dataset. This includes functionalities like label summaries, trends, and message segmentation, which allow users to gain insights into message volumes, sentiment trends, and other analytical metrics. The Reports section is integral for tracking the performance of messages and the overall dataset, making it useful for monitoring communication channels

NEW QUESTION # 12
What is the correct execution order of the Document Understanding template stages?
Instructions: Drag the stages found on the "Left" and drop them on the "Right" in the correct order.

Answer:

Explanation:

Explanation:
The correct execution order of the Document Understanding template stages is:
* Taxonomy
* Digitize
* Classify
* Extract
* Extraction Validation
* Export
Comprehensive and Detailed Explanation: The Document Understanding template stages are based on a document processing flowchart that follows these steps:
* First, you need to define the Taxonomy of the document types and fields that you want to process and extract information from. This is done using the Taxonomy Manager in UiPath Studio1.
* Next, you need to Digitize the input documents, which can be in various formats such as PDF, image, or text. This is done using the Digitize Document activity, which converts the documents into a machine-readable format and performs OCR if needed2.
* Then, you need to Classify the digitized documents into the predefined document types in your taxonomy. This is done using the Classify Document Scope activity, which can use various classifiers such as Keyword Based Classifier, Machine Learning Classifier, or Intelligent Form Extractor3.
* After that, you need to Extract the relevant information from the classified documents based on the fields in your taxonomy. This is done using the Data Extraction Scope activity, which can use various extractors such as Regex Based Extractor, Machine Learning Extractor, or Form Extractor.
* Next, you need to perform Extraction Validation to review and correct the extracted information, either manually or automatically. This is done using the Present Validation Station activity, which can use either the Validation Station or the Action Center for human-in-the-loop validation.
* Finally, you need to Export the validated information to the desired output location, such as a file, a database, or a queue. This is done using the Export Extraction Results activity, which can use various exporters such as Excel Exporter, CSV Exporter, or Queue Item Exporter.
References:
* UiPath Studio - Taxonomy Manager
* UiPath Activities - Digitize Document
* UiPath Activities - Classify Document Scope

NEW QUESTION # 13
What is the page unit cost per extracted page for the RegEx Extractor?

A. 0
B. 0.5
C. 0.2
D. 1

Answer: A

Explanation:
According to the UiPath documentation, the RegEx Extractor is a data extraction method that uses regular expressions to define and capture data from documents1. The RegEx Extractor does not consume any page units, which are the units of measurement for the consumption of Document Understanding services2.
Therefore, the page unit cost per extracted page for the RegEx Extractor is 0.
References:
1: RegEx Extractor 2: Document Understanding - Metering & Charging Logic

NEW QUESTION # 14
Which of the following are unstructured documents?

A. Invoices, receipts, purchase orders, and medical bills.
B. Contracts, emails, banking forms, and tax forms.
C. Banking forms, tax forms, surveys, and identity cards.
D. Contracts, agreements, and emails.

Answer: D

Explanation:
Unstructured documents are those that do not have a predefined format or layout, and therefore cannot be easily processed by traditional methods. They often contain free-form text, images, tables, and other elements that vary from document to document. Examples of unstructured documents include contracts, agreements, emails, letters, reports, articles, and so on. UiPath Document Understanding is a solution that enables the processing of unstructured documents using AI-powered models and RPA workflows1.
The other options are not correct because they are examples of structured or semi-structured documents.
Structured documents are those that have a fixed format or layout, and can be easily processed by rules-based methods. They often contain fields, labels, and values that are consistent across documents. Examples of structured documents include banking forms, tax forms, surveys, identity cards, and so on. Semi-structured documents are those that have some elements of structure, but also contain variations or unstructured content.
They often require a combination of rules-based and AI-powered methods to process. Examples of semi- structured documents include invoices, receipts, purchase orders, medical bills, and so on2.
References: 1: Unstructured Data Analysis with AI, RPA, and OCR | UiPath 2: Structured, semi structured, unstructured sample documents for UiPath document understanding - Studio - UiPath Community Forum

NEW QUESTION # 15
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