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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q203-Q208):

NEW QUESTION # 203
What does the darker shading of a label prediction represent in Explore in UiPath Communications Mining?

A. Multiple label predictions.
B. A higher confidence score.
C. A lower confidence score.
D. An incorrect prediction.

Answer: B

Explanation:
In UiPath Communications Mining, the shading of label predictions in the Explore section indicates confidence levels. Darker shading represents a higher confidence score, meaning the model is more certain of the prediction made for that particular label

NEW QUESTION # 204
Which of the following statements best defines Dashboards in UiPath Communications Mining?

A. Dashboards are pre-set visual displays for each dataset that can be modified only by admins.
B. Dashboards are used for monitoring label and entity performance.
C. Dashboards are a tool used for monitoring the performance of live communications channel integrations.
D. Dashboards are fully customizable pages containing relevant charts and visuals for a specific dataset.

Answer: D

Explanation:
In UiPath Communications Mining, Dashboards are fully customizable pages that allow users to display relevant charts, visualizations, and insights for a specific dataset. These dashboards provide critical insights into the performance of models, labels, and other metrics relevant to the communication mining process.
Users can create and adjust these dashboards to reflect specific data points, making them a powerful tool for tracking and improving model performance over time.
For more details, refer to:
* UiPath Communications Mining Dashboards: Customizing Dashboards
* UiPath AI Center Documentation: Dashboards and Visualization

NEW QUESTION # 205
Can you use Queues in the Document Understanding Process?

A. The Document Understanding Process can use Queues but the Auto Retry Functionality should be disabled.
B. The Document Understanding Process can't use Queues because items waiting for Human Validation for more than 24h will be marked as Abandoned.
C. The Document Understanding Process can use Queues but the Auto Retry Functionality should be enabled.
D. The Document Understanding Process can't use Queues because items waiting for Human Validation for more than 10 days will be marked as Abandoned.

Answer: A

Explanation:
The Document Understanding Process is a fully functional UiPath Studio project template based on a document processing flowchart. It supports both attended and unattended robots with human-in-the-loop validation via Action Center. The process uses queues to store and process the input files, one file per queue item. However, the Auto Retry Functionality should be disabled on queues, because it can interfere with the human validation step and cause errors or duplicates. The process handles the retry mechanisms internally, using the Try/Catch and Error management features.
References:
* Document Understanding Process: Studio Template
* Document Understanding Process - New Studio Template

NEW QUESTION # 206
What does the Export stage of the Document Understanding Framework do?

A. Extracts the text out of the image document using OCR (Optical Character Recognition).
B. Converts the result of extraction to a dataset or to a customized format.
C. Classifies the document as one of the predefined document types.
D. Allows a human to validate and correct the extracted data.

Answer: B

Explanation:
According to the UiPath documentation portal1, the Export stage of the Document Understanding Framework is the final stage of the document processing workflow, where the extracted data is converted to a dataset or to a customized format, such as Excel, JSON, or XML. The Export stage enables you to easily export data for training ML models, using the Export files dialog box in Data Manager or Document Manager. The Export stage also allows you to export the schema of the fields and their configurations, which can be imported into a different session. The Export stage supports different export options, such as current search results, all labeled, schema, or all. The Export stage also provides validation rules, such as requiring at least 10 labeled documents or pages for each field, and at least one document for each classification option1. Therefore, option A is the correct answer, as it describes the main function and benefit of the Export stage. Option B is incorrect, as it refers to the Data Validation stage, which is the previous stage of the document processing workflow, where a human can review and correct the extracted data using the Validation Station or the Present Validation Station activities2. Option C is incorrect, as it refers to the Classification stage, which is the second stage of the document processing workflow, where the document is classified as one of the predefined document types using the Classify Document Scope activity and a classifier of choice3. Option D is incorrect, as it refers to the Digitization stage, which is the first stage of the document processing workflow, where the text is extracted out of the image document using OCR (Optical Character Recognition) using the Digitize Document activity and an OCR engine of choice.
References: 1 Document Understanding - Export Documents 2 Document Understanding - Data Validation 3 Document Understanding - Classification Document Understanding - Digitization

NEW QUESTION # 207
What is the difference in scope between variables and arguments in UiPath?

A. Variables can only be used within the main workflow, while arguments can only be used within invoked workflows.
B. Variables are global and arguments are local.
C. Variables have a limited scope within a specific workflow or sequence, while arguments are used to pass data between workflows.
D. Variables are used for input data, while arguments are used for output data.

Answer: C

Explanation:
In UiPath:
* Variables are scoped to a specific workflow or sequence and are used to store data for operations within that scope.
* Arguments, on the other hand, are used to pass data between workflows, allowing information to flow in or out of invoked workflows.

NEW QUESTION # 208
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