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Cert UiPath UiPath-SAIv1 Exam & Authorized UiPath-SAIv1 Certification

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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q128-Q133):

NEW QUESTION # 128
What happens during the Classify stage of the Document Understanding Framework?

A. The documents are included in one of the taxonomy document types or skipped.
B. The extracted data is exported as a dataset.
C. The target fields are extracted from the document and sent to Action Center for human validation.
D. The OCR engine is used to extract text from the image document.

Answer: A

Explanation:
According to the UiPath documentation, the Classify stage of the Document Understanding Framework is used to automatically determine what document types are found within a digitized file. The document types are defined in the project taxonomy, which is a collection of all the labels and fields applied to the documents in a dataset. The Classify stage uses one or more classifiers, which are algorithms that assign document types to files based on their content and structure. The classifiers can be configured and executed using the Classify Document Scope activity, which also allows for document type filtering, taxonomy mapping, and minimum confidence threshold settings. The Classify stage outputs the classification information in a unified manner, irrespective of the source of classification. The documents that are classified are then sent to the next stage of the framework, which is Data Extraction. The documents that are not classified or skipped are either excluded from further processing or sent to Action Center for human validation and correction.
References:
* Document Understanding - Document Classification Overview
* Document Understanding - Introduction
* Generative Extraction & Classification using Document Understanding in Cross-Platform Projects (Public Preview)

NEW QUESTION # 129
What is one best practice when designing a UiPath Communications Mining label taxonomy?

A. Each label should overlap sliqhtlv with a few distinct others so we ensure 100% coveraqe.
B. Each parent label should have at least 3 children labels to ensure specificity.
C. Each label should include customer experience/sentiment analysis in its coverage.
D. Each label should be identifiable from the text of the individual verbatim (not thread) to which it will be applied.

Answer: D

NEW QUESTION # 130
On at least how many different pages should a regular field be labeled in Data Manager before Exporting the labeled documents to Al Center?

A. 0
B. 1
C. 2
D. 3

Answer: A

Explanation:
To ensure the model is trained effectively, UiPath recommends that regular fields be labeled on at least 10 different pages in Data Manager before exporting the labeled documents to AI Center. This helps in providing enough variation and examples for the model to learn from and generalize effectively.

NEW QUESTION # 131
What is the page unit cost per extracted page for the RegEx Extractor?

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

Answer: C

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 # 132
Which generic ML Package should be used when the document type you are using is not part of the out of the box models?

A. Document
B. DocumentClassifier
C. DocumentMLPackage
D. DocumentUnderstanding

Answer: D

Explanation:
The DocumentUnderstanding ML package is a generic, retrainable model designed to handle various document types that are not covered by out-of-the-box models. It allows for the extraction of data from structured and semi-structured documents by building a model from scratch through training. This package is highly flexible and can be tailored to fit different document formats, making it ideal when specific document types are not pre-configured in UiPath's out-of-the-box offerings.(Source: UiPath Documentation on ML Packages

NEW QUESTION # 133
......

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