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UiPath - UiPath-SAIAv1 - High Pass-Rate UiPath Specialized AI Associate Exam (2023.10) Practice Exams

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q50-Q55):

NEW QUESTION # 50
What type of variable is used to store information about a duration in UiPath?

A. String
B. Integer
C. System.TimeSpan
D. System.DateTime

Answer: C

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
* TheSystem.TimeSpanvariable is designed to represent aduration or interval of time, such as "2 hours, 30 minutes".
* It is different fromDateTime, which represents a specific point in time.
* You can perform operations like addition/subtraction with TimeSpan in workflows.
* UiPath Documentation Reference:Variables and Data Types - UiPath Docs

NEW QUESTION # 51
What happens to your document and the process of pre-labeling when you choose the "Predict" option from the "Predict" dropdown in Document Manager?

A. It predicts fields using the Generative Prelabeling for OOTB document types and the pre-labeling endpoint for custom document types.
B. It predicts fields using only the prelabeling endpoint model configured in the Prelabeling settings, and it does not use Generative Predict.
C. It merges the results of the Generative Predict functionality and the results of the prelabeling endpoint (if configured). If the latter is not configured, it uses solely Generative Predict for all fields.
D. It predicts all fields using the Generative Predict capability only, ignoring any pre-labeling endpoint that may be configured. If Generative Predict is not available, it will not predict any fields.

Answer: C

Explanation:
Reference: UiPath Document Manager - Predict Feature

NEW QUESTION # 52
Which property of the Get Outlook Mail Messages activity allows you to specify the number of messages to be retrieved and the order in which they are retrieved?

A. OrderByDate
B. Filter
C. Top
D. MailFolder

Answer: C

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
The Top property in the Get Outlook Mail Messages activity is used to define:
How many emails to retrieve
The most recent emails are retrieved first (by default)
It does not directly control sort order (that's internal to Outlook's default), but limits volume.
UiPath Documentation Reference:
Get Outlook Mail Messages - UiPath Docs

NEW QUESTION # 53
What are all the types of ML (Machine Learning) models supported by Al Center?

A. Out-of-the-box models from UiPath, UiPath technology partners, open-source models from the community, and custom models.
B. Out-of-the-box models from UiPath technology partners and custom models.
C. Out-of-the-box models from UiPath technology partners, and open-source models from the community.
D. Out-of-the-box models from UiPath and UiPath technology partners.

Answer: A

Explanation:
In UiPath AI Center, the platform supports several types of machine learning (ML) models, including:
Out-of-the-box models from UiPath: Pre-built models designed for common automation tasks.
Models from UiPath technology partners: External models developed by UiPath's partners.
Open-source models: Community-contributed models that can be used and adapted for various use cases.
Custom models: Models that users build and train specifically for their projects using their datasets.
This flexibility in model support ensures that organizations can leverage a wide range of machine learning capabilities to suit different automation needs.
For more details, refer to:
UiPath AI Center Documentation: AI Center Models
Machine Learning Model Types: Types of Models in UiPath AI Center

NEW QUESTION # 54
In which of the following scenarios, the ML Classifier is the only recommended classifier to be used, according to best practice?

A. When the custom document types are very similar and file splitting is not necessary.
B. When the custom document types are not similar and file splitting is necessary.
C. When the custom document types are very similar and file splitting is necessary.
D. When the custom document types are not similar and file splitting is not necessary.

Answer: A

Explanation:
The ML Classifier is a document classifier that uses a machine learning model deployed as an ML Skill in AI Center to perform document classification tasks. The ML Classifier can work by default with Invoices, Purchase Orders, Receipts, and Utility Bills, or with custom document types that are trained using the Data Manager and the Machine Learning Classifier Trainer12.
According to the best practice, the ML Classifier is the only recommended classifier to be used when the custom document types are very similar and file splitting is not necessary. This is because the ML Classifier can handle complex and ambiguous cases where the document types are hard to distinguish by rules or keywords, and can also learn from feedback and improve over time. File splitting is not necessary when the documents are single-page or have a consistent number of pages per document type3.
The other options are not correct because they are scenarios where other classifiers, such as the Keyword Based Classifier or the Intelligent Keyword Classifier, can be used in combination with the ML Classifier or instead of it. These classifiers are based on rules or keywords that can identify the document types based on their content or metadata, and can also perform file splitting if the documents are multi-page or have a variable number of pages per document type3.
References: 1: Machine Learning Classifier - UiPath Activities 2: Machine Learning Classifier Trainer - UiPath Document Understanding 3: Document Classification - UiPath Document Understanding

NEW QUESTION # 55
......

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