NEW UIPATH-SAIAV1 TEST DUMPS - UIPATH-SAIAV1 VALID VCE DUMPS

New UiPath-SAIAv1 Test Dumps - UiPath-SAIAv1 Valid Vce Dumps

New UiPath-SAIAv1 Test Dumps - UiPath-SAIAv1 Valid Vce Dumps

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q71-Q76):

NEW QUESTION # 71
Which technology enables UiPath Communications Mining to analyze and enable action on messages?

  • A. Robotic Process Automation
  • B. Cloud Computing.
  • C. Natural Language Processing (NLP)
  • D. Virtual Reality.

Answer: C

Explanation:
UiPath Communications Mining is a new capability to understand and automate business communications. It uses state-of-the-art AI models to turn business messages-from emails to tickets-into actionable data. It does this in real time and on all major business communications channels1. Natural Language Processing (NLP) is the branch of AI that deals with analyzing, understanding, and generating natural language. NLP enables UiPath Communications Mining to extract the most important data from any message, such as reasons for contact, data fields, and sentiment2. NLP also allows UiPath Communications Mining to deploy custom AI models in hours, not weeks, by using automatic labeling and annotation2.
References: 2 Communications Mining - Automate Business Communications | UiPath 1 Introducing UiPath Communications Mining | UiPath


NEW QUESTION # 72
Which of the following time periods can be selected when viewing Trends in UiPath Communications Mining?
Which of the following time periods can be selected when viewing Trends in UiPath Communications Mining?

  • A. Daily, Monthly, Quarterly, Yearly.
  • B. Daily, Bi-weekly, Quarterly, Yearly.
  • C. Daily, Bi-weekly, Monthly, Yearly.
  • D. Daily, Weekly, Monthly, Yearly.

Answer: D

Explanation:
According to the UiPath Communications Mining documentation, the Trends tab in the Reports page displays charts for verbatim volume, label volume, and sentiment over a selected time period. Users can choose the time period for the data in the filter bar, and the time sequencing of the chart (i.e. daily, weekly, etc.) in the top right dropdown menu. The available options for the time sequencing are Daily, Weekly, Monthly, and Yearly. These options allow users to see how the trends change over different time intervals and identify patterns or anomalies.
References:
Communications Mining - Using Reports
Communications Mining - Trends


NEW QUESTION # 73
While training a UiPath Communications Mining model, the Search feature was used to pin a certain label on a few communications. After retraining, the new model version starts to predict the tagged label but infrequently and with low confidence.
According to best practices, what would be the correct next step to improve the model's predictions for the label, in the "Explore" phase of training?

  • A. Use the "Search" feature to pin the label to more communications.
  • B. Use the "Low confidence" training mode to pin the label to more communications.
  • C. Use the 'Teach" training mode to pin the label to more communications.
  • D. Use the "Rebalance" training mode to pin the label to more communications.

Answer: C

Explanation:
According to the UiPath documentation, the 'Teach' training mode is used to improve the model's predictions for a specific label by pinning it to more communications that match the label's criteria. This helps the model learn from more examples and increase its confidence and accuracy. The 'Teach' mode also allows you to unpin the label from communications that do not match it, which helps the model avoid false positives. The other training modes are not as effective for this purpose, as they either focus on different aspects of the model performance or do not provide enough feedback to the model.
References:
Model training and labelling best practice
Overview of the model training process
Model Training FAQs


NEW QUESTION # 74
What is the benefit of making an ML Skill public?

  • A. It provides additional security measures for the ML Skill.
  • B. It enables automatic updates and enhancements to the ML Skill without user intervention.
  • C. It allows access from outside of the UiPath environment.
  • D. It allows access from inside of the UiPath environment.

Answer: C

Explanation:
Making an ML Skill public in UiPath enables it to be accessed externally from the UiPath ecosystem. This can be beneficial if the ML Skill needs to be utilized in external applications, systems, or services beyond UiPath's automation environment. Public access expands the usability of the skill, allowing integration with other systems while maintaining security through managed endpoints.


NEW QUESTION # 75
When a parent label is deleted in UiPath Communications Mining, what happens to the training data tor that label?

  • A. The parent label is removed from any reviewed messages but the child labels to that parent label remain.
  • B. The parent label is removed from any reviewed messages, messages with any child labels to that parent label are flagged for review.
  • C. The parent label and any child labels to that parent label are removed from any reviewed messages, any messages with updated annotations are flagged for review.
  • D. The parent label and any child labels to that parent label are removed from any reviewed messages.

Answer: C

Explanation:
In UiPath Communications Mining, when a parent label is deleted, both the parent and its child labels are removed from the reviewed messages. Additionally, any messages with updated annotations that were associated with those labels are flagged for review to ensure consistency in the training data


NEW QUESTION # 76
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