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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q196-Q201):

NEW QUESTION # 196
Which of the following document type is part of UiPath's out-of-the-box models?

  • A. Emails.
  • B. Medical prescriptions.
  • C. Invoices.
  • D. Letters.

Answer: C

Explanation:
UiPath offers several pre-trained out-of-the-box models, and Invoices is one of the most commonly supported document types. This model is optimized to extract relevant fields such as invoice numbers, dates, amounts, and more from structured invoices. Other common out-of-the-box models include receipts and purchase orders.


NEW QUESTION # 197
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. All of the labels in the dataset have at least 25 training examples.
  • C. Many of the labels in the taxonomy have amber or red performance warnings.
  • D. 2% of the dataset has been reviewed by a model trainer.

Answer: C


NEW QUESTION # 198
Which features in Generative Annotation are automatically enabled on datasets in Communication Mining technology?

  • A. Preview Mode
  • B. Taxonomy Uploading
  • C. Assisted Labelling
  • D. Sentiment Analysis

Answer: C

Explanation:
In UiPath Communication Mining, the Generative Annotation feature automatically enables Assisted Labelling on datasets. Assisted Labelling helps to accelerate the labeling process by automatically suggesting relevant labels based on the content of the communications. This feature significantly improves the efficiency of the model training process by reducing the manual effort required to label large datasets.
For more details, refer to:
* UiPath Communication Mining Documentation: Generative Annotation and Assisted Labelling
* Labeling and Annotation in UiPath Communications Mining: UiPath AI Center Documentation


NEW QUESTION # 199
What is the name of the web application that allows users to prepare, review, and make corrections to datasets required for Machine Learning models?

  • A. Data Manager.
  • B. Digitization.
  • C. ML Extractor.
  • D. Document Manager.

Answer: A

Explanation:
Data Manager is a web application that allows users to prepare, review, and make corrections to datasets required for Machine Learning models. Data Manager enables users to create and manage datasets, label data, validate and export data, and monitor data quality and progress. Data Manager supports various types of data, such as documents, images, text, and tables. Data Manager is integrated with AI Center, where users can train and deploy Machine Learning models using the datasets created or modified in Data Manager12.
References: 1: Data Manager Overview 2: AI Center - About Datasets


NEW QUESTION # 200
What is the primary purpose of assigning labels to messages within a dataset in UiPath Communications Mining?

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

Answer: B


NEW QUESTION # 201
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