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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q122-Q127):

NEW QUESTION # 122
What happens during the Classify stage of the Document Understanding Framework?

  • A. The OCR engine is used to extract text from the image document.
  • B. The extracted data is exported as a dataset.
  • C. The target fields are extracted from the document and sent to Action Center for human validation.
  • D. The documents are included in one of the taxonomy document types or skipped.

Answer: D

Explanation:
According to the UiPath documentation, the Classify stage of the Document Understanding Framework is used to automatically determine what document types are found within a digitized file. The document types are defined in the project taxonomy, which is a collection of all the labels and fields applied to the documents in a dataset. The Classify stage uses one or more classifiers, which are algorithms that assign document types to files based on their content and structure. The classifiers can be configured and executed using the Classify Document Scope activity, which also allows for document type filtering, taxonomy mapping, and minimum confidence threshold settings. The Classify stage outputs the classification information in a unified manner, irrespective of the source of classification. The documents that are classified are then sent to the next stage of the framework, which is Data Extraction. The documents that are not classified or skipped are either excluded from further processing or sent to Action Center for human validation and correction.
References:
* Document Understanding - Document Classification Overview
* Document Understanding - Introduction
* Generative Extraction & Classification using Document Understanding in Cross-Platform Projects (Public Preview)


NEW QUESTION # 123
What is the definition of Deep Learning?

  • A. A sub-field of artificial intelligence that enables systems to learn from data.
    Systems learn from previous experience and information to deduce and predict future information. To do this they use algorithms that learn to perform a specific task without being explicitly programmed.
  • B. The theory and development of computer systems that are able to perform tasks that normally require human intelligence and decision making.
  • C. A field of artificial intelligence that enables computers to gain high-level understanding from digital images or videos. If AI is the brain, then this is the eye that enables the computer to observe and understand. It works the same as the human eye.
  • D. An area of machine learning concerned with artificial neural networks.These are a series of algorithms that aim to recognize relationships in a set of data through a process that mimics biological neural networks.

Answer: D


NEW QUESTION # 124
What does the following expression do?
subTotalAdditions.Select(Function(field) CDec(documentFields(field))).ToList.Sum() + subtotal

  • A. Sums up all the line amounts converted to CDec and the subtotal
  • B. Sums up subtotal fields from the config file converted to CDec with the subtotal.
  • C. Sums up all the line amounts and converts the fields to CDec.
  • D. Sums up the subtotal to the total variable by converting it to CDec

Answer: A


NEW QUESTION # 125
Under what condition can a dataset be edited in UiPath AI Center?

  • A. If it has not been modified within the last 24 hours.
  • B. There are no restrictions in editing a dataset.
  • C. If it is not being used in any active pipeline.
  • D. If it is not linked to any data labeling session.

Answer: C

Explanation:
According to the UiPath documentation, a dataset is a folder of storage containing arbitrary sub-folders and files that allows machine learning models in your project to access new data points. You can edit a dataset's name, description, or content from the Datasets > [Dataset Name] page, by clicking Edit dataset. However, you can only edit a dataset if it is not currently being used in an active pipeline. A pipeline is a sequence of steps that defines how to train, test, and deploy a machine learning model. If a dataset is being used in an active pipeline, you will see a lock icon next to it, indicating that it cannot be edited. You can either wait for the pipeline to finish or stop it before editing the dataset.
References:
* AI Center - Managing Datasets
* AI Center - About Datasets
* AI Center - About Pipelines


NEW QUESTION # 126
What is the primary purpose of assigning labels to messages within a dataset in UiPath Communications Mining?

  • A. To formulate a comprehensive training set that closely reflects the entirety of the dataset.
  • B. To allocate 20 training examples for each label.
  • C. To apply labels to a maximum amount of data to enhance model performance.
  • D. To provide the platform with a collection of keywords associated with each label for predicting other instances.

Answer: A


NEW QUESTION # 127
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