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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q61-Q66):

NEW QUESTION # 61
How can you build custom models supported by AI Center?

A. Using a Python IDE (Integrated Development Environment) or an AutoML platform.
B. Using the Al Center IDE (Integrated Development Environment).
C. Using a C/C++ IDE (Integrated Development Environment), then upload the code to Al Center IDE.
D. Using the Al Center model builder.

Answer: A

NEW QUESTION # 62
Why is it important to gather and analyze data about the languages in scope?

A. The main reason is that all taxonomy fields should have their names translated into all the languages presented in the documents to be processed.
B. If an ML (Machine Learning) extractor is used, the model schema fields should be renamed according to the most frequently used language from the documents to be processed
C. Different Document Understanding components have support for different languages, so they have to be selected according to the requirements.
D. This is a standard check but has no actual effect on the Document Understanding process.

Answer: C

Explanation:
It is essential to analyze the languages involved in a project because different components of UiPath's Document Understanding framework have varying language support. For instance, some OCR engines and classifiers support specific languages, and this determines whether a particular language can be processed accurately. As the supported languages differ across components such as the Machine Learning Extractor, Form Extractor, and various OCR services, selecting the right components is crucial to meeting project requirements

NEW QUESTION # 63
Which is the correct description of the Configure Extractors Wizard?

A. A mandatory step in the extractor configuration that allows choosing which extractors are applied to each document type.
B. An optional step in the extractor configuration which allows choosing which extractors are applied to each document type.
C. A mandatory step in the extractor configuration that allows choosing which extractors are applied to each field.
D. A mandatory step in the extractor configuration that allows choosing which extractors are applied to each document type and field.

Answer: D

Explanation:
The Configure Extractors Wizard is a tool that enables you to select and customize the extractors that are used for data extraction from documents. It is accessed via the Data Extraction Scope activity, which is a container for extractor activities. The wizard allows you to map the fields defined in your taxonomy with the fields supported by each extractor, and to set the minimum confidence level and the framework alias for each extractor. The wizard is mandatory for the extractor configuration, as it ensures that the extractors are applied correctly to each document type and field1.
References: Configure Extractors Wizard of Data Extraction Scope

NEW QUESTION # 64
Which of the following is a characteristic of a poorly-performing model in UiPath Communications Mining?

A. The model makes correct predictions across the majority of the dataset.
B. 2% of the dataset has been reviewed by a model trainer.
C. All of the labels in the dataset have at least 25 training examples.
D. Many of the labels in the taxonomy have amber or red performance warnings.

Answer: D

NEW QUESTION # 65
When processing a document type that comes in a high variety of layouts, what is the recommended data extraction methodology?

A. Hybrid data extraction.
B. Rule-based data extraction.
C. Model-based data extraction.
D. Manual data extraction.

Answer: C

NEW QUESTION # 66
......

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