UiPath-SAIAv1 Complete Exam Dumps, Simulations UiPath-SAIAv1 Pdf

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q32-Q37):

NEW QUESTION # 32
When training labels and general fields in UiPath Communications Mining, what is the recommended approach to training efficiency?

A. Train only general fields for faster results.
B. Train general fields first, then labels.
C. Focus on labels, and general fields will be trained automatically.
D. Train both labels and general fields at the same time.

Answer: D

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
The recommended practice in Communications Mining is to train both labels and general fields simultaneously. This ensures the system learns the relationships and intent expressions effectively.
This approach helps improve the overall model accuracy by leveraging training signals from both classification and field extraction.
UiPath Documentation Reference: UiPath Communications Mining Documentation - Labeling Strategy

NEW QUESTION # 33
Which of the following scenarios is a good candidate for using Document Understanding Cloud APIs with synchronous calls?

A. You have a large dataset that needs long-term processing.
B. You need to handle multiple operations simultaneously, allowing for concurrent processing and avoiding idle time.
C. You need real-time interaction and you are only processing documents with maximum five pages.
D. You need to process documents larger than five pages.

Answer: C

Explanation:
The synchronous API calls for UiPath Document Understanding Cloud are ideal when you need real-time interaction and fast feedback, such as when processing small documents (with up to five pages). This approach is beneficial in use cases requiring low latency, but it is less suitable for large datasets or documents due to limitations in speed and page count

NEW QUESTION # 34
What are the languages supported by the generic Document Understanding ML Package?

A. Languages using the Greek left-to-right alphabet. Japanese, and Chinese.
B. Languages using the Latin alphabet, the Cyrillic alphabet, the Greek left-to-right alphabet. Japanese, and Chinese.
C. Languages using the Latin alphabet (like Italian, French. Portuguese. Spanish, and Romanian), and the Greek left-to-right alphabet.
D. Languages using the Cyrillic alphabet, the Greek left-to-right alphabet, and Chinese.

Answer: B

Explanation:
According to the UiPath documentation1, the generic Document Understanding ML Package supports data extraction from any type of structured or semi-structured documents, building an ML model from scratch. The supported languages for this package are Latin-based languages, Cyrillic languages, Greek left-to-right, and Japanese (Preview). Additionally, the documentation23 also mentions that the package can support Chinese with the use of an OCR that supports that language. Therefore, the correct answer is D.
References: Document Understanding - Supported Languages, Document Understanding - ML Packages, Document Understanding - ML Packages.

NEW QUESTION # 35
What can the Sentiment Analysis out-of-the-box model be used for?

A. Relate customer questions to FAQ documents and automatically pull responses from these documents.
B. Extract and classify text in emails, letters, web pages, research papers, and call transcripts.
C. Classify text in resumes, emails, web pages, and other formats.
D. Understand the emotion in product reviews, customer surveys, social media posts, and emails.

Answer: D

Explanation:
The Sentiment Analysis out-of-the-box model in UiPath is used to interpret and classify the emotional tone within text data. It is particularly useful for analyzing product reviews, customer feedback, social media posts, and emails to understand customer sentiment and emotional responses, helping businesses make informed decisions based on these insights.(Source: UiPath Sentiment Analysis model documentation

NEW QUESTION # 36
Which of the following best describes UiPath Document Understanding?

A. A software for creating machine learning models.
B. A platform for managing robotic process automation (RPA) workflows.
C. A suite of tools for automating document processing tasks.
D. A solution for managing cloud infrastructure.

Answer: C

Explanation:
Reference: UiPath Document Understanding

NEW QUESTION # 37
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UIPATH-SAIAV1 COMPLETE EXAM DUMPS, SIMULATIONS UIPATH-SAIAV1 PDF

UiPath-SAIAv1 Complete Exam Dumps, Simulations UiPath-SAIAv1 Pdf