UIPATH UIPATH-SAIV1 TRUSTWORTHY SOURCE | VALID UIPATH-SAIV1 TEST PDF

UiPath UiPath-SAIv1 Trustworthy Source | Valid UiPath-SAIv1 Test Pdf

UiPath UiPath-SAIv1 Trustworthy Source | Valid UiPath-SAIv1 Test Pdf

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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q212-Q217):

NEW QUESTION # 212
Which UiPath product is most suitable for processing invoices?

  • A. UiPath Task Mining.
  • B. UiPath Process Mining.
  • C. UiPath Document Understanding.
  • D. UiPath Communications Mining.

Answer: C

Explanation:
UiPath Document Understanding is the most suitable product for processing invoices. It provides tools for digitization, classification, data extraction, and validation, which are ideal for structured and semi-structured documents like invoices.


NEW QUESTION # 213
When creating a training dataset, what is the recommended number of samples for the Classification fields?

  • A. 5-10 document samples from each class.
  • B. 10-20 document samples from each class.
  • C. 20-50 document samples from each class.
  • D. 50-200 document samples from each class.

Answer: C

Explanation:
According to the UiPath documentation, the recommended number of samples for the classification fields depends on the number of document types and layouts that you want to classify. The more document types and layouts you have, the more samples you need to cover the diversity of your data. However, a general guideline is to have at least 20-50 document samples from each class, as this would provide enough data for the classifiers to learn from12. A large number of samples per layout is not mandatory, as the classifiers can generalize from other layouts as well3.
References: 1: Document Classification Training Overview 2: Document Classification Training Related Activities 3: Training High Performing Models


NEW QUESTION # 214
What function in the train.py file is responsible for persisting the trained model?

  • A. __init_(self)
  • B. train(setf. trainmg_directory}
  • C. evaluate(self, evaluation_directory)
  • D. save(self)

Answer: D

Explanation:
In the context of a machine learning pipeline, specifically within the train.py file in UiPath AI models, the function responsible for persisting the trained model is typically named save(self). This function is invoked after the model has been trained, and it ensures that the model's state, weights, and configurations are saved to disk or another persistent storage medium. The saved model can then be reused for inference or further fine- tuning in future executions.
For more details, refer to:
* UiPath AI Center Documentation: Training Models
* Model Persistence: Saving Machine Learning Models in AI Center


NEW QUESTION # 215
Which of the following is true when creating an ML Package in UiPath Al Center?

  • A. The package name cannot use any Python reserved keywords.
  • B. The package name cannot contain any spaces or hyphens.
  • C. The package name cannot include any special characters such as "@", "S", or "#".
  • D. The package name cannot exceed 10 characters in length.

Answer: A

Explanation:
When creating an ML Package in UiPath AI Center, the package name must adhere to Python naming conventions, meaning it cannot include reserved keywords such as class, break, finally, etc. This ensures that the package can be successfully deployed without conflicts in the Python environment.


NEW QUESTION # 216
What can the Sentiment Analysis out-of-the-box model be used for?

  • A. Relate customer questions to FAQ documents and automatically pull responses from these documents.
  • B. Understand the emotion in product reviews, customer surveys, social media posts, and emails.
  • C. Extract and classify text in emails, letters, web pages, research papers, and call transcripts.
  • D. Classify text in resumes, emails, web pages, and other formats.

Answer: B

Explanation:
The Sentiment Analysis out-of-the-box model in UiPath is used to interpret and classify the emotional tone within text data. It is particularly useful for analyzing product reviews, customer feedback, social media posts, and emails to understand customer sentiment and emotional responses, helping businesses make informed decisions based on these insights.(Source: UiPath Sentiment Analysis model documentation


NEW QUESTION # 217
......

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