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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q168-Q173):

NEW QUESTION # 168
What components are part of the Document Understanding Process template?

A. Load Taxonomy, Digitization. Categorization. Data Validation, and Export.
B. Load Taxonomy, Digitization. Classification, Data Extraction, and Data Validation Export.
C. Load Document. Categorization. Data Extraction, and Validation.
D. Import. Classification. Text Extractor, and Data Validation.

Answer: B

NEW QUESTION # 169
What additional information can be included in the exported data, apart from the extraction results?

A. The extraction confidence and the digitization confidence.
B. The number of occurrences and the extraction confidence.
C. The page number from which the field was extracted and the exact position on the page.
D. The position on the page.

Answer: C

Explanation:
When exporting data in UiPath Document Understanding workflows, additional information such as the page number and the exact position on the page can be included. This metadata is particularly useful for auditing or validating the extracted data.

NEW QUESTION # 170
Why is it important to gather and analyze data about the languages in scope?

A. The main reason is that all taxonomy fields should have their names translated into all the languages presented in the documents to be processed.
B. Different Document Understanding components have support for different languages, so they have to be selected according to the requirements.
C. If an ML (Machine Learning) extractor is used, the model schema fields should be renamed according to the most frequently used language from the documents to be processed
D. This is a standard check but has no actual effect on the Document Understanding process.

Answer: B

Explanation:
It is essential to analyze the languages involved in a project because different components of UiPath's Document Understanding framework have varying language support. For instance, some OCR engines and classifiers support specific languages, and this determines whether a particular language can be processed accurately. As the supported languages differ across components such as the Machine Learning Extractor, Form Extractor, and various OCR services, selecting the right components is crucial to meeting project requirements

NEW QUESTION # 171
What components are part of the Document Understanding Process template?

A. Load Taxonomy, Digitization. Categorization. Data Validation, and Export.
B. Load Taxonomy, Digitization. Classification, Data Extraction, and Data Validation Export.
C. Load Document. Categorization. Data Extraction, and Validation.
D. Import. Classification. Text Extractor, and Data Validation.

Answer: B

Explanation:
The Document Understanding Process template is a fully functional UiPath Studio project template based on a document processing flowchart. It provides logging, exception handling, retry mechanisms, and all the methods that should be used in a Document Understanding workflow, out of the box. The template has an architecture decoupled from other connected automations and supports both attended and unattended processes with human-in-the-loop validation via Action Center. The template consists of the following components1:
* Load Taxonomy: This component loads the taxonomy file that defines the document types and fields to be extracted. The taxonomy file can be created using the Taxonomy Manager in Studio or the Data Manager web application.
* Digitization: This component converts the input document into a digital format that can be processed by the subsequent components. It uses the Digitize Document activity to perform OCR (optical character recognition) on the document and obtain a Document Object Model (DOM).
* Classification: This component determines the document type of the input document using the Classify Document Scope activity. It can use either a Keyword Based Classifier or a Machine Learning Classifier, depending on the configuration. The classification result is stored in a ClassificationResult variable.
* Data Extraction: This component extracts the relevant data from the input document using the Data Extraction Scope activity. It can use different extractors for different document types, such as the Form Extractor, the Machine Learning Extractor, the Regex Based Extractor, or the Intelligent Form Extractor. The extraction result is stored in an ExtractionResult variable.
* Data Validation: This component allows human validation and correction of the extracted data using the Present Validation Station activity. It opens the Validation Station window where the user can review and edit the extracted data, as well as provide feedback for retraining the classifiers and extractors. The validated data is stored in a DocumentValidationResult variable.
* Export: This component exports the validated data to a desired output, such as an Excel file, a database, or a downstream process. It uses the Export Extraction Results activity to convert the DocumentValidationResult variable into a DataTable variable, which can then be manipulated or written using other activities.
References: Document Understanding Process: Studio Template, Document Understanding Process - New Studio Template, Document Understanding Process Template in UiPath Studio

NEW QUESTION # 172
What is the correct order of uploading a package exported from UiPath AI Center?
Instructions: Drag the steps found on the "Left" and drop them on the "Right" in the correct order.

Answer:

Explanation:

NEW QUESTION # 173
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