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[General] 100% Pass-Rate UiPath UiPath-SAIAv1 Valid Exam Duration and Pass-Sure VCE UiPath

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【General】 100% Pass-Rate UiPath UiPath-SAIAv1 Valid Exam Duration and Pass-Sure VCE UiPath

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q44-Q49):NEW QUESTION # 44
How is the Taxonomy component used in the Document Understanding Template?
  • A. To define the document types and the pieces of information targeted for data extraction (fields) for each document type.
  • B. To assign predefined document categories based on content similarity, simplifying classification tasks for easier document organization.
  • C. To convert scanned documents into machine-readable formats, utilizing taxonomy rules to enhance digitized content accuracy.
  • D. To automatically extract structured data fields from documents, leveraging taxonomy mappings for precise data extraction.
Answer: A
Explanation:
Reference: UiPath Taxonomy Manager

NEW QUESTION # 45
What is the role of connections in the UiPath Integration Service?
  • A. Connections establish tasks and exchanges based on a connector's compatibility with the external application.
  • B. Connections establish tasks and exchanges between users and external applications using the server- side triggers.
  • C. Connections establish tasks and exchanges between users and external applications using the authentication process of the III automation provider.
  • D. Connections establish tasks and exchanges between users and external applications using the authentication process of the API provider.
Answer: D
Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
In UiPathIntegration Service, aconnectionis the secure authentication configuration between UiPath and an external application (like Salesforce, ServiceNow, etc.). These connections rely onAPI authentication mechanismssuch as OAuth 2.0 or API Keys depending on the connector.
* They are used to enable data exchange between RPA processes and external systems.
* UiPath Documentation Reference:Integration Service - Connections

NEW QUESTION # 46
Which of the following is a best practice when choosing a UiPath ML (Machine Learning) Extractor?
  • A. The cost of the ML Extractor should be the main consideration. Select the ML Extractor that offers the lowest price, regardless of its performance or suitability for the specific document understanding needs.
  • B. The size of the ML Extractor is the most important factor to consider. Bigger models always perform better and provide more accurate extraction results because the development team invested time and effort into creating the algorithm, which in turn will result in better performance for the trained model.
  • C. Consider the document types, language, and data quality. It is important to select one that is specifically trained or optimized for the document types being processed. It is also important to takeinto account the quality and diversity of the training data used to train the ML Extractor to ensure accurate and reliable extraction results.
  • D. The popularity of the ML Extractor among other UiPath users should be the primary factor. Opt for the ML Extractor that has the highest number of downloads or positive reviews.
Answer: C
Explanation:
The best practice is to select an ML Extractor based on document types, language, and data quality. Choosing a model specifically optimized for the type of document being processed ensures higher accuracy and reliability. The quality and diversity of the training data used to develop the model play a significant role in its performance.
Reference: UiPath ML Extractors

NEW QUESTION # 47
Which filter option should be used for the For Each File in Folder activity to iterate between all the Microsoft Word documents in a local folder?
  • A. *.doc
  • B. *.doc*
  • C. Microsoft Word
  • D. *.doc, *docx
Answer: B
Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
The correct syntax for filtering both .doc and .docx Word documents is to use the wildcard *.doc*. This matches:
* .doc
* .docx
* Any Word file variant starting with .doc
* UiPath Studio uses .NET wildcardsfor file filters in activities like "For Each File in Folder".
* UiPath Documentation Reference:For Each File in Folder - UiPath Docs

NEW QUESTION # 48
What does the Export stage of the Document Understanding Framework do?
  • A. Extracts the text out of the image document using OCR (Optical Character Recognition).
  • B. Allows a human to validate and correct the extracted data.
  • C. Converts the result of extraction to a dataset or to a customized format.
  • D. Classifies the document as one of the predefined document types.
Answer: C
Explanation:
According to the UiPath documentation portal1, the Export stage of the Document Understanding Framework is the final stage of the document processing workflow, where the extracted data is converted to a dataset or to a customized format, such as Excel, JSON, or XML. The Export stage enables you to easily export data for training ML models, using the Export files dialog box in Data Manager or Document Manager. The Export stage also allows you to export the schema of the fields and their configurations, which can be imported into a different session. The Export stage supports different export options, such as current search results, all labeled, schema, or all. The Export stage also provides validation rules, such as requiring at least 10 labeled documents or pages for each field, and at least one document for each classification option1. Therefore, option A is the correct answer, as it describes the main function and benefit of the Export stage. Option B is incorrect, as it refers to the Data Validation stage, which is the previous stage of the document processing workflow, where a human can review and correct the extracted data using the Validation Station or the Present Validation Station activities2. Option C is incorrect, as it refers to the Classification stage, which is the second stage of the document processing workflow, where the document is classified as one of the predefined document types using the Classify Document Scope activity and a classifier of choice3. Option D is incorrect, as it refers to the Digitization stage, which is the first stage of the document processing workflow, where the text is extracted out of the image document using OCR (Optical Character Recognition) using the Digitize Document activity and an OCR engine of choice.
References: 1 Document Understanding - Export Documents 2 Document Understanding - Data Validation 3 Document Understanding - Classification Document Understanding - Digitization

NEW QUESTION # 49
......
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