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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q127-Q132):

NEW QUESTION # 127
When is it recommended to use Main-ActionCenter in the context of the Document Understanding Process?

A. When implementing an attended process.
B. When testing locally or implementing an unattended process.
C. When testing locally.
D. When testing locally or implementing an attended process.

Answer: D

NEW QUESTION # 128
What is the difference between OCR (Optical Character Recognition) and IntelligentOCR?

A. IntelligentOCR is a UiPath Studio activity package that contains all the activities needed to enable information extraction, while OCR (Optical Character Recognition) is a method that reads text from images, recognizing each character and its position.
B. OCR (Optical Character Recognition) is a method that reads text from images, recognizing each character and its position, while IntelligentOCR is an enhanced version of it that can also work with noisier input data.
C. IntelligentOCR is simply a rebranding of the OCR (Optical Character Recognition), both of them being methods that read text from images, recognizing each character and its position.
D. OCR (Optical Character Recognition) is a UiPath Studio activity package that contains IntelligentOCR as an activity used to read text from images, recognizing each character and its position. OCR is widely used in Document Understanding processes.

Answer: A

Explanation:
According to the UiPath documentation and web search results, OCR (Optical Character Recognition) is a method that reads text from images, recognizing each character and its position. OCR is used to digitize documents and make them searchable and editable. OCR can be performed by different engines, such as Tesseract, Microsoft OCR, Microsoft Azure OCR, OmniPaqe, and Abbyy. OCR is a basic step in the Document Understanding Framework, which is a set of activities and services that enable the automation of document processing workflows.
IntelligentOCR is a UiPath Studio activity package that contains all the activities needed to enable information extraction from documents. Information extraction is the process of identifying and extracting relevant data from documents, such as fields, tables, entities, and labels. IntelligentOCR uses different components, such as classifiers, extractors, validators, and trainers, to perform information extraction.
IntelligentOCR also supports different formats, such as PDF, PNG, JPG, TIFF, and BMP. IntelligentOCR is an advanced step in the Document Understanding Framework, which builds on the OCR output and provides more functionality and flexibility.
References:
* About the IntelligentOCR Activities Package
* OCR Activities
* OCR Feature Comparison: Uipath Community vs Uipath Licensed OCR
* Document Understanding - Introduction

NEW QUESTION # 129
What do entity predictions refer to within UiPath Communications Mining?

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

Answer: A

Explanation:
Entity predictions refer to the process of identifying and highlighting a specific span of text within a communication that represents a value for a predefined entity type. For example, an entity type could be
"Organization" and an entity value could be "UiPath". Entity predictions are made by the platform based on the training data and the rules defined for each entity type. Users can review, accept, reject, or modify the entity predictions using the Classification Station interface12.
References: Communications Mining - Reviewing and applying entities, Communications Mining - Predictions - UiPath Documentation Portal.

NEW QUESTION # 130
Which role consumes ML Skills within customized workflows in Studio using the ML Skill activity from the UiPath.MLServices.Activities package?

A. Administrator.
B. Data Scientist.
C. RPA Developer.
D Process Controller

Answer: C

Explanation:
According to the UiPath documentation portal1, the RPA Developer is the role that consumes ML Skills within customized workflows in Studio using the ML Skill activity from the UiPath.MLServices.Activities package. The RPA Developer is responsible for designing, developing, testing, and deploying automation workflows using UiPath Studio and other UiPath products. The RPA Developer can use the ML Skill activity to retrieve and call all ML Skills available on the AI Center service and request them within the automation workflows. The ML Skill activity allows the RPA Developer to pass data to the input of the skill, test the skill, and receive the output of the skill as JSON response, status code, and headers2. Therefore, option C is the correct answer, as it describes the role and the activity that are related to consuming ML Skills in Studio. Option A is incorrect, as the Data Scientist is the role that creates and trains ML models using AI Center or other tools, and publishes them as ML Packages or OS Packages1. Option B is incorrect, as the Administrator is the role that manages the AI Center service, such as configuring the infrastructure, setting up the permissions, and monitoring the usage and performance1. Option D is incorrect, as the Process Controller is the role that deploys ML Packages or OS Packages as ML Skills, and manages the versions, the endpoints, and the API keys of the skills1.
References: 1 AI Center - User Personas 2 Activities - ML Skill

NEW QUESTION # 131
What is the difference between the Document Understanding Process and the Document Understanding Framework?

A. The Document Understanding Process contains the activities that can be used in a Process, while the Document Understanding Framework is the template that can be found in Studio.
B. The Document Understanding Framework contains the activities that can be used in a Library, while the Document Understanding Process is the template that can be found in Studio.
C. The Document Understanding Process contains the activities that can be used in a Library, while the Document Understanding Framework is the template that can be found in Studio.
D. The Document Understanding Framework contains the activities that can be used in a Process, while the Document Understanding Process is the template that can be found in Studio.

Answer: D

NEW QUESTION # 132
......

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