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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q89-Q94):

NEW QUESTION # 89
What action should be performed to have the Taxonomy Manager button appear on the Ribbon, in the Wizard section?

A. Install UiPath.Documentunderstanding.ML.Activities package.
B. Install a newer version of Studio.
C. Install UiPath.IntelligentOCR.Activities package.
D. Nothing to do, it should be already there.

Answer: C

Explanation:
To enable the Taxonomy Manager button in the Ribbon, the UiPath.IntelligentOCR.Activities package must be installed. This package includes all activities related to Document Understanding, including the Taxonomy Manager.
Reference: UiPath Taxonomy Manager Setup

NEW QUESTION # 90
What can be done in the Reports section of the dataset navigation bar in UiPath Communication Mining?

A. Train models using unsupervised learning.
B. Monitor model performance and receive recommendations.
C. View, save, and modify dataset model versions.
D. Access detailed, queryable charts, statistics, and customizable dashboards.

Answer: D

Explanation:
Reference: UiPath Communication Mining Reports

NEW QUESTION # 91
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, 80 would be labelled correctly as 'Label X', and 20 would be labelled incorrectly.
C. For every 100 messages which should have been labelled as 'Label X 20 were labelled and 80 were missed.
D. For every 100 messages which should have been labelled as 'Label X', 80 were labelled and 20 were missed.

Answer: B

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 # 92
Having the following Rules defined in the Taxonomy Manager for Billing Address field.

At the data extraction step. 42 W 80th St. West New York, NJ 1234, USA have been extracted (or the Billing Address field. When processing a Invoice using the DU process what will happen in (he Validation Station after data extraction step?

A. There will be a warning message for Billing Address field regarding the ContalnsNY rule, but the validation can be performed.
B. There will be a warning message for Billing Address field regarding the ContalnsNY rule, and the validation step will throw the user specified exception.
C. There will be an error for Billing Address field regarding the ContalnsNY rule, but the validation can be performed.
D. There will be an error for Billing Address field regarding the ContainsNY rule, and the validation step will throw the user specified exception.

Answer: A

Explanation:
In this scenario, the rules defined in the Taxonomy Manager are as follows:
IsNotEmpty: Ensures that the field is not empty.
EndsWithUSA: Checks if the extracted address ends with "USA".
ContainsNY: Ensures that the extracted address contains "NY".
The address extracted in this case is: "42 W 80th St. West New York, NJ 1234, USA". While the address ends with "USA" (passing the EndsWithUSA rule), it includes "West New York, NJ", which satisfies the ContainsNY rule even though "NY" is part of "New York". However, the exact behavior of the Contains rule can generate a warning message because "NY" is part of a largerstring ("New York"). Since this does not constitute an error but simply a rule conflict, the validation can proceed.
Therefore, the most accurate outcome would be a warning, but validation can still be performed

NEW QUESTION # 93
What is Document Understanding?

A. A solution for combining different approaches to extract information from workflows.
B. A solution for the processing of Excel files for extracting data tables.
C. A solution for combining different approaches to extract entities from Word documents such as contracts and agreements.
D. A solution that offers the ability to digitize, extract, validate, and train data from documents.

Answer: D

Explanation:
Document Understanding is a tool that helps you create and manage documents for your automation scenarios in the UiPath ecosystem. It allows you to process and extract data from multiple document types in an open, extensible, and versatile environment. The framework consists of components such as Taxonomy, Digitization, Data Extraction, Data Extraction Validation, Data Extraction Training, and Data Consumption, and enables you to customize and train your own algorithms12.
References: Intelligent Document Processing - Document Understanding | UiPath, Document Understanding - Introduction - UiPath Documentation Portal

NEW QUESTION # 94
......

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