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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q15-Q20):

NEW QUESTION # 15
Which environment variable is relevant for Evaluation pipelines?

A. eval.use_cuda
B. eval.enable_qpu
C. eval.redo_ocr
D. eval.enable_ocr

Answer: C

Explanation:
The environment variable eval.redo_ocr is relevant for Evaluation pipelines because it allows you to rerun OCR when running the pipeline to assess the impact of OCR on extraction accuracy. This assumes an OCR engine was configured when the ML Package was created. The other options are not valid environment variables for Evaluation pipelines.
References: Document Understanding - Evaluation Pipelines

NEW QUESTION # 16
When dealing with variable-length data, or data spanning over multiple pages of the document (e.g. item tables), what is the recommended data extraction methodology to be used?

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

Answer: A

Explanation:
Model-based data extraction, often involving machine learning models, is particularly effective for handling complex data structures such as variable-length data or data that spans multiple pages. This approach adapts better to varying formats and can extract information more accurately in such scenarios compared to rule- based or manual methods.

NEW QUESTION # 17
When designing the Taxonomy for document types, what should be a primary consideration?

A. Focusing on creating separate taxonomies for each document type to avoid confusion.
B. Creating taxonomies that focus solely on scanned documents.
C. Designing taxonomies without considering the need for post-processing rules.
D. Grouping as many document types under the same taxonomy as possible.

Answer: D

Explanation:
When designing a taxonomy for document types in UiPath, a key consideration is to structure it in a way that maximizes efficiency and reusability. Grouping related document types under the same taxonomy helps to simplify processing and reduce redundancy. This approach ensures that similar document types are treated consistently, making it easier to apply extraction methods and post-processing rules across different but related document types. Over-segmentation into separate taxonomies for each document type can lead to unnecessary complexity and confusion, making management and scaling of automation workflows more difficult. The goal is to create a cohesive structure that can handle various document types effectively.
(Source: UiPath Document Understanding and Communications Mining documentation)

NEW QUESTION # 18
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 field.
B. A mandatory step in the extractor configuration that allows choosing which extractors are applied to each document type.
C. An optional step in the extractor configuration which allows choosing which extractors are applied to each document type.
D. A mandatory step in the extractor configuration that allows choosing which extractors are applied to each document type and field.

Answer: D

NEW QUESTION # 19
Which role consumes ML Skills within customized workflows in Studio using the ML Skill activity from the UiPath.MLServices.Activities package?

A. Administrator.
B. RPA Developer.
C. Data Scientist.

Answer: B

Explanation:
D Process Controller

NEW QUESTION # 20
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