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[General] UiPath-SAIAv1 Valid Exam Duration & Guaranteed UiPath-SAIAv1 Questions Answe

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【General】 UiPath-SAIAv1 Valid Exam Duration & Guaranteed UiPath-SAIAv1 Questions Answe

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q230-Q235):NEW QUESTION # 230
On at least how many different pages should a regular field be labeled in Data Manager before Exporting the labeled documents to Al Center?
  • A. 0
  • B. 1
  • C. 2
  • D. 3
Answer: B
Explanation:
To ensure the model is trained effectively, UiPath recommends that regular fields be labeled on at least 10 different pages in Data Manager before exporting the labeled documents to AI Center. This helps in providing enough variation and examples for the model to learn from and generalize effectively.

NEW QUESTION # 231
What components are part of the Document Understanding Process template?
  • A. Import, Classification, Text Extractor, and Data Validation
  • B. Load Taxonomy, Digitization, Classification, Data Extraction, and Data Validation Export
  • C. Load Taxonomy, Digitization, Categorization, Data Validation, and Export
  • D. Load Document, Categorization, Data Extraction, and Validation
Answer: B
Explanation:
Reference: UiPath Document Understanding

NEW QUESTION # 232
What are the three types of classifier trainers available in packages UiPath.lntelligentOCR.Activities and UiPath.DocumentUnderstanding.ML.Activities?
  • A. Keyword Based Classifier Trainer, Intelligent Keyword Classifier Trainer, and Machine Learning Classifier Trainer.
  • B. Intelligent Keyword Classifier Trainer, Language Based Classifier Trainer, and Image Based Classifier Trainer.
  • C. Image Based Classifier Trainer, Format Based Classifier Trainer, and Machine Learning Classifier Trainer.
  • D. Machine Learning Classifier Trainer, Language Based Classifier, and Keyword Based Classifier Trainer.
Answer: A
Explanation:
UiPath provides three types of classifier trainers to optimize document classification: Keyword Based Classifier Trainer, Intelligent Keyword Classifier Trainer, and Machine Learning Classifier Trainer. These trainers are used to teach the system how to categorize documents based on keywords, intelligent learning patterns, or machine learning techniques for more complex classifications.(Source: UiPath Classifier Trainer documentation

NEW QUESTION # 233
How do partially labeled messages impact label predictions in UiPath Communications Mining?
  • A. They reduce label bias.
  • B. They negatively affect model performance.
  • C. They enhance label recall.
  • D. They improve label precision.
Answer: B
Explanation:
Partially labeled messages in UiPath Communications Mining can negatively impact model performance because incomplete or inconsistent labeling creates ambiguity for the model during training. This leads to the model receiving conflicting signals, which hampers its ability to generalize well across the dataset, resulting in reduced precision and recall in predictions. Properand complete labeling is critical to ensure the model learns accurately from the data

NEW QUESTION # 234
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. 2% of the dataset has been reviewed by a model trainer.
  • C. Many of the labels in the taxonomy have amber or red performance warnings.
  • D. All of the labels in the dataset have at least 25 training examples.
Answer: C
Explanation:
Reference: UiPath Communications Mining

NEW QUESTION # 235
......
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