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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q12-Q17):

NEW QUESTION # 12
Which validation checks are performed for ML packages uploaded with the Enable Training option inactive?

A. Existence of a non-empty root folder, requlrements.txt file, and main.py file in the root folder which implements a class Main. The class is further validated to implement an__init and a predict function.
B. Existence of a non-empty root folder, main.py file in the root folder which implements a dass Main.
The class is further validated to implement an__init__and a predict function.
C. Existence of a non-empty root folder, requirements.txt file, and train.py file in the root folder which implements a class Main. The class is further validated to implement an__init_function.
D. Existence of a requirements.txt file, and main.py file which implements a class Main. The class is further validated lo implement an__init__and a predict function.

Answer: A

Explanation:
When uploading an ML package in UiPath AI Center with the Enable Training option inactive, several validation checks are performed:
There must be a non-empty root folder.
A requirements.txt file must be present to define dependencies.
A main.py file should be in the root folder, which implements a class Main.
The class must implement the necessary methods, such as __init__ and predict.
For more details, refer to:
UiPath AI Center Documentation: ML Package Validation

NEW QUESTION # 13
What is the difference between OCR (Optical Character Recognition) and IntelligentOCR?

A. 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.
B. 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.
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: B

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 # 14
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, *docx
C. *.doc*
D. Microsoft Word

Answer: C

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 # 15
How many types of synchronization mechanisms exist in the Document Understanding Process to prevent multiple robots to write in a file at the same time?2

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

Answer: C

Explanation:
The Document Understanding Process uses two types of synchronization mechanisms to prevent multiple robots from writing in a file at the same time: file locks and queues. File locks are used to ensure that only one robot can access a file at a time, while queues are used to store the information extracted from the documents and to avoid data loss or duplication. The process uses the following activities to implement these mechanisms:
File Lock Scope: This activity creates a lock on a file or folder and executes a set of activities within it. The lock is released when the scope ends or when an exception occurs. This activity ensures that only one robot can read or write a file or folder at a time, and prevents other robots from accessing it until the lock is released.
Add Queue Item: This activity adds an item to a queue in Orchestrator, along with some relevant information, such as a reference, a priority, or a deadline. The item can be a JSON object, a string, or any serializable .NET type. This activity ensures that the information extracted from the documents is stored in a queue and can be retrieved by another robot or process later.
Get Queue Items: This activity retrieves a collection of items from a queue in Orchestrator, based on some filters, such as status, reference, or creation time. The items can be processed by the robot or passed to another activity, such as Update Queue Item or Delete Queue Item. This activity ensures that the information stored in the queue can be accessed and manipulated by the robot or process.
References: Document Understanding Process: Studio Template, File Lock Scope, Add Queue Item, [Get Queue Items]

NEW QUESTION # 16
How can a Pipeline be scheduled?

A. A Pipeline can be scheduled at a single future date.
B. A Pipeline can be scheduled with a recurring schedule.
C. A Pipeline can be scheduled at a single future date or with a recurring schedule.
D. A Pipeline can be scheduled at multiple future dates or with a recurring schedule.

Answer: C

Explanation:
In UiPath's AI Center, a Pipeline can be scheduled for execution either at a specific future date or with a recurring schedule. This allows for flexibility in automating the retraining or execution of machine learning models based on predefined time intervals or specific dates. For example, you can schedule a pipeline to run once on a given date or set it to run daily, weekly, or monthly, depending on the project's needs.
For more information, refer to:
UiPath AI Center Documentation: Pipeline Scheduling
Automation Pipelines in AI Center: Pipeline Execution and Scheduling

NEW QUESTION # 17
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