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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q97-Q102):

NEW QUESTION # 97
What is the definition of a UiPath Communications Mining data source?

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

Answer: B

NEW QUESTION # 98
When creating a training dataset, what is the recommended number of samples for the Classification fields?

A. 20-50 document samples from each class.
B. 50-200 document samples from each class.
C. 5-10 document samples from each class.
D. 10-20 document samples from each class.

Answer: A

Explanation:
According to the UiPath documentation, the recommended number of samples for the classification fields depends on the number of document types and layouts that you want to classify. The more document types and layouts you have, the more samples you need to cover the diversity of your data. However, a general guideline is to have at least 20-50 document samples from each class, as this would provide enough data for the classifiers to learn from12. A large number of samples per layout is not mandatory, as the classifiers can generalize from other layouts as well3.
References: 1: Document Classification Training Overview 2: Document Classification Training Related Activities 3: Training High Performing Models

NEW QUESTION # 99
What action should be performed to have the Taxonomy Manager button appear on the Ribbon, in the Wizard section?

A. Nothing to do, it should be already there.
B. Install UiPath.Documentunderstanding.ML.Activities package.
C. Install a newer version of Studio.
D. Install UiPath.IntelligentOCR.Activities package.

Answer: D

Explanation:
To enable the Taxonomy Manager button in the Ribbon, the UiPath.IntelligentOCR.Activities package must be installed. This package includes all activities related to Document Understanding, including the Taxonomy Manager.

NEW QUESTION # 100
What do entity predictions refer to within UiPath Communications Mining?

A. The understanding of the parent-label relationship when assigning label predictions.
B. The difference between label suggestions and label predictions in a training process.
C. The identification of a specific span of text as a value for a particular entity type.
D. The model's confidence that a specific concept exists within a communication.

Answer: C

NEW QUESTION # 101
For what type of documents is it recommended to use the Form Extractor?

A. For structured or semi-structured documents where for certain fields, data is always found in a strict, predictable format and context.
B. For structured or semi-structured documents in which layouts of different document providers vary greatly.
C. For use cases in which non-variable format documents need to be processed.
D. For structured or semi-structured documents where the extraction method is based on a set of FlexiCapture definition files.

Answer: C

Explanation:
The Form Extractor in UiPath is best suited for documents that have a fixed or non-variable format. This means that documents where the layout remains consistent and predictable, such as standardized forms or invoices, are ideal for this extraction method. The Form Extractor uses predefined templates that map data fields based on their positions, making it highly effective for extracting data from documents with little to no variation in layout. It is not well-suited for documents with significant layout variability, which would require a more flexible extraction approach, such as a machine learning extractor.
(Source: UiPath Document Understanding documentation)

NEW QUESTION # 102
......

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Glen Lott Glen Lott

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