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[General] UiPath-SAIAv1 Latest Braindumps Sheet & UiPath-SAIAv1 New Dumps Pdf

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【General】 UiPath-SAIAv1 Latest Braindumps Sheet & UiPath-SAIAv1 New Dumps Pdf

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q67-Q72):NEW QUESTION # 67
What are the available options for Scoring in Document Manager, that apply to string fields only?
  • A. Exact match and Levenshtein.
  • B. Exact match and Native string search.
  • C. Exact match and Auto.
  • D. Exact match and First span.
Answer: A
Explanation:
In UiPath Document Manager, for string fields, the available options for scoring include:
Exact match: This checks whether the extracted string exactly matches the expected value.
Levenshtein: This method computes the "distance" between two strings, which is the number of single- character edits (insertions, deletions, or substitutions) required to change one string into the other. It is used to assess the similarity between the extracted string and the expected value.
These scoring methods help evaluate the accuracy of string extraction in the document understanding process.
For more details, refer to:
UiPath Document Understanding Framework: String Field Scoring
Levenshtein Distance in UiPath: Scoring String Fields

NEW QUESTION # 68
How do you choose the appropriate document processing methodology?
  • A. Based on the document structure and data points to be extracted.
  • B. Based on the text language and the number of pages.
  • C. Based on the document type and length.
  • D. Based on the number of fields to be extracted.
Answer: A
Explanation:
Reference: UiPath Document Understanding

NEW QUESTION # 69
What is supervised learning?
  • A. Supervised learning is a machine learning paradigm that refers to algorithms that learn patterns from unlabeled data.There are only input variables, but no corresponding output variables. The goal of the algorithm is to model the underlying structure of the data, but there are no correct answers and noteachers.
  • B. Supervised learning is a machine learning paradigm in which algorithms try to solve a problem in an uncertain, potentially complex environment only by trial and error and using a system ofrewards and punishments.There are no correct answers, but feedback is given in the form of rewards and penalties.
  • C. Supervised learning is a machine learning paradigm with the goal of learning a function that maps input variables with output variables.In every case there is a correct answer, so the aim is to train the model until it reaches an acceptable level of performance in predicting the outcome, at which point the learning stops.
  • D. Supervised learning is a machine learning paradigm in which algorithms try to solve a problem only by trial and error and using a system of rewards and punishments.There is no need for labeled input/output pairs to be presented. Instead, the focus is on finding a balance between exploration (of uncharted territory) and exploitation (of current knowledge).
Answer: C
Explanation:
Supervised learning is one of the most popular and widely used machine learning approaches. It involves providing the algorithm with labeled input/output pairs, which serve as examples of the desired behavior or outcome. The algorithm then learns a function that can generalize from these examples and make predictions for new, unseen data. Supervised learning can be used for tasks such as classification, regression, and anomaly detection. Some common supervised learning algorithms are linear regression, logistic regression, decision trees, support vector machines, and neural networks.
References:
UiPath AI Fabric - Machine Learning Concepts
UiPath Document Understanding - Machine Learning Models
UiPath Communications Mining - Overview

NEW QUESTION # 70
Which of the following file types are supported for the DocumentPath property in the Classify Document Scope activity?
  • A. .pdf, .jpeg, .raw, tif
  • B. .bmp, .pdf, .jpe, .psd
  • C. .jpe, .eps, .jpg, .tiff
  • D. .png, .gif, .jpe, .tiff
Answer: D
Explanation:
According to the UiPath documentation portal1, the DocumentPath property in the Classify Document Scope activity accepts the path to the document you want to validate. This field supports only strings and String variables. The supported file types for this property field are .png, .gif, .jpe, .jpg, .jpeg, .tiff, .tif, .bmp, and .
pdf. Therefore, option B is the correct answer, as it contains four of the supported file types. Option A is incorrect, as .psd is not a supported file type. Option C is incorrect, as .raw is not a supported file type. Option D is incorrect, as .eps is not a supported file type.
References: 1 Activities - Classify Document Scope - UiPath Documentation Portal

NEW QUESTION # 71
In the case of accidentally starting a process from UiPath Assistant, where should the user manually terminate the execution?
  • A. From the "Jobs" tab in UiPath Assistant.
  • B. By terminating the UiPath Robot service from the Task Manager.
  • C. From the "Home" tab and locate the running process associated with the execution.
  • D. By closing the UiPath Assistant application.
Answer: A
Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
WithinUiPath Assistant, the"Jobs" tabdisplays all active or queued processes. From there, a user can select a running job andmanually stop or kill the execution. This is thesafest and recommended wayto halt unintended automations.
* Closing UiPath Assistant doesnot stopa running process-it only hides the interface.
* UiPath Documentation Reference:UiPath Assistant Guide - Managing Jobs

NEW QUESTION # 72
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