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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q26-Q31):

NEW QUESTION # 26
What does the Train stage of the Document Understanding Framework do?

A. Allows a human to validate and correct the extracted data.
B. Improves the extractor accuracy by learning from the classification result.
C. Allows the model to learn from human-validated data.
D. Allows the extractor to improve its prediction over time by using better OCR (Optical Character Recognition) engines.

Answer: C

Explanation:
In the UiPath Document Understanding Framework, the Train stage enables models to learn from human- validated data. This process involves feeding the corrections made by humans during the validation phase back into the model, allowing it to refine its predictions and improve accuracy over time.
UiPath Documentation
The training component is crucial for classifiers and extractors capable of learning from human feedback. By incorporating validated data, these components can adjust their algorithms to better handle similar documents in the future, enhancing the overall efficiency and effectiveness of the automation process.
Other options are incorrect because:
B: Allows the extractor to improve its prediction over time by using better OCR engines: While better OCR engines can enhance data extraction, this is not the function of the Train stage.
C: Allows a human to validate and correct the extracted data: This describes the Validation stage, not the Train stage.
D: Improves the extractor accuracy by learning from the classification result: Training focuses on learning from human-validated extraction results, not just classification outcomes.
Therefore, the primary purpose of the Train stage is to allow the model to learn from human-validated data, thereby improving its future performance.

NEW QUESTION # 27
Which type of documents can be processed using UiPath Document Understanding?

A. Word documents and presentations.
B. Images and videos.
C. PDFs and images.
D. Spreadsheets and databases.

Answer: C

Explanation:
Reference: UiPath Document Understanding Formats

NEW QUESTION # 28
What are all the ways to deploy Al Center?

A. In cloud availability, on-premises air-gapped, on-premises online, hybrid mode (Al Center on-premise
+ Orchestrator on-premise). and Automation Suite.
B. In cloud availability, on-premises air-gapped, on-premises online, and hybrid mode {cloud Al Center + Orchestrator on-premise).
C. In cloud availability, on-premises, hybrid mode (Al Center on-premise + cloud Orchestrator), and Automation Suite.
D. In cloud availability, on-premises air-gapped, on-premises online, hybrid mode (cloud Al Center + Orchestrator on-premise). and Automation Suite.

Answer: A

Explanation:
UiPath AI Center can be deployed in multiple ways to meet different organizational needs and infrastructures.
The available deployment options include:
Cloud availability: Using UiPath's cloud services.
On-premises air-gapped: A fully isolated, offline environment for organizations with strict security requirements.
On-premises online: Deployed on-premise but with internet connectivity.
Hybrid mode: Combining on-premises AI Center with on-premises Orchestrator for flexibility.
Automation Suite: A comprehensive deployment of UiPath tools, including AI Center.
For more details, refer to:
UiPath AI Center Deployment Models: Deployment Options

NEW QUESTION # 29
Why should using the Search feature be limited when training in UiPath Communications Mining?

A. It could increase model bias.
B. It could increase model coverage.
C. It could decrease model bias.
D. It could decrease model coverage.

Answer: A

Explanation:
In UiPath Communications Mining, over-reliance on the Search feature during the training process can lead to an increase in model bias. This happens because using search-based filtering to identify and label examples might not represent the full diversity of the data. The model could be trained on a skewed subset of the data, causing it to favor certain patterns or keywords, and thus biasing the model towards specific types of data rather than learning to generalize effectively across all data.
Limiting the use of search ensures that the training process considers a broader and more representative sample of the data, which reduces the risk of introducing bias into the model and helps it generalize better to new, unseen communications.
For more details, refer to:
UiPath Communications Mining Documentation: Model Training and Avoiding Bias

NEW QUESTION # 30
Which activity is used to validate and correct automatic classification outputs?

A. Classify Document activity
B. Digitize Document activity
C. Present Classification Station activity
D. Present Validation Station activity

Answer: C

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
* ThePresent Classification Stationactivity is specifically used toreview and correct the classification resultsperformed by the "Classify Document" activity.
* It allows a human to validate which document type has been assigned before data extraction begins.
* UiPath Documentation Reference:Classification Station - Document Understanding

NEW QUESTION # 31
......

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HOT UiPath-SAIAv1 Latest Exam Test - Valid UiPath UiPath Specialized AI Associate Exam (2023.10) - Exam UiPath-SAIAv1 Exercise

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q26-Q31):

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