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UiPath UiPath-SAIAv1 Test Online | Valid Exam UiPath-SAIAv1 Braindumps
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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q205-Q210):
NEW QUESTION # 205
If Label X in UiPath Communications Mining has 80% precision at a given confidence threshold, what output should this provide?
- A. For every 100 messages, 20 would be labelled correctly as 'Label X', and 80 would be labelled incorrectly.
- B. For every 100 messages which should have been labelled as 'Label X 20 were labelled and 80 were missed.
- C. For every 100 messages which should have been labelled as 'Label X', 80 were labelled and 20 were missed.
- D. For every 100 messages, 80 would be labelled correctly as 'Label X', and 20 would be labelled incorrectly.
Answer: D
Explanation:
If Label X has 80% precision at a given confidence threshold, this means that out of every 100 messages predicted to have Label X, 80 are correctly labelled, and 20 are incorrectly assigned the label. Precision measures the correctness of predictions made, so in this case, 80% of the predictions were correct, while 20% were false positives
NEW QUESTION # 206
How is the Taxonomy component used in the Document Understanding Template?
- A. To convert scanned documents into machine-readable formats, utilizing taxonomy rules to enhance digitized content accuracy.
- B. To assign predefined document categories based on content similarity, simplifying classification tasks for easier document organization.
- C. To automatically extract structured data fields from documents, leveraging taxonomy mappings for precise data extraction.
- D. To define the document types and the pieces of information targeted for data extraction (fields) for each document type.
Answer: D
Explanation:
Reference: UiPath Taxonomy Manager
NEW QUESTION # 207
What does the Label Trends table in UiPath Communications Mining show?
- A. How the top 10 labels for a given time period perform compared to the previous period and their change in rank.
- B. How the top 10 entities for a given time period perform compared to the previous period and their change in rank.
- C. How the top 10 senders for a given time period perform compared to the previous period and their change in rank.
- D. How the top 10 labels and entities for a given time period perform compared to the previous period and their change in rank.
Answer: A
Explanation:
The Label Trends table in UiPath Communications Mining shows the trend of the top 10 highest volume labels over the selected time period, as well as their percentage change and rank change compared to the previous period1. The table allows users to quickly identify which labels are increasing or decreasing in volume, and by how much, over time. The table also shows the net sentiment score for each label, which is calculated as the difference between the positive and negative sentiment probabilities for each verbatim2. The table can be filtered by data type, source, date range, and label category. Users can also sort the table by label name, volume, percentage change, rank change, or net sentiment1.
References: 1: Trends 2: Sentiment Analysis
NEW QUESTION # 208
What actions can be performed on a pipeline which is in the running state?
- A. Remove and kill.
- B. Kill, remove, and restart.
- C. Remove and restart.
- D. Kill.
Answer: D
Explanation:
When a pipeline is in the running state in UiPath AI Center, the only action that can be performed is to Kill it.
This terminates the process immediately, stopping any further processing. Actions like removing or restarting the pipeline can only be performed after the pipeline has stopped.(Source: UiPath Pipeline documentation
NEW QUESTION # 209
Under what condition can a project be deleted in UiPath AI Center?
- A. If it does not have any scheduled pipelines.
- B. If it does not have any running pipelines.
- C. If it does not have any deployed packages.
- D. If it does not have any pipeline data.
Answer: C
Explanation:
A project in UiPath AI Center is an isolated group of resources (datasets, pipelines, packages, skills, and logs) that you use to build a specific ML solution. You can create, edit, or delete projects from the Projects page or the project's Dashboard page. However, you can only delete a project if it does not have any package currently deployed in a skill. A package is a versioned and deployable unit of an ML model or an OS script that can be used to create an ML skill. A skill is a consumer-ready, live deployment of a package that can be used in RPA workflows in Studio. If a project has a package deployed in a skill, you need to undeploy the skill first before deleting the project. This is to ensure that you do not accidentally delete a project that is being used by a skill12.
References: 1: AI Center - Managing Projects 2: AI Center - Managing ML Skills
NEW QUESTION # 210
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