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UiPath UiPath-SAIv1 Exam Syllabus Topics:

SectionWeightObjectives
Document Understanding30%- Document Understanding Framework
  • 1. Build and implement complete document processing workflows
    • 2. Use taxonomy, classifiers, extractors and validation
      - Document Understanding Activities
      • 1. Select and configure OCR engines
        • 2. Train and evaluate models
          AI Center & ML Integration25%- Deploy and monitor ML models
          - Integrate AI models with Studio workflows
          - Model lifecycle management
          AI-Powered Automation Design20%- Design scalable and reliable AI-enabled automation solutions
          - Apply AI governance and security principles
          - Select appropriate AI capabilities for business problems
          Communications Mining25%- Taxonomy design and management
          - Model training, annotation and refinement
          - Analyze predictions and improve performance

          UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions:

          Question 1

          How do you use the Generative Classifier within UiPath Document Understanding Cloud APIs to classify a document as either an "Invoice" or a "Receipt"?

          A. By sending a PUT request to /api/framework/proiects/{projectld}/classifiers/generative_classifier
          /classification without any specific classification details in the body of the request.
          B. By sending a GET request to /api/framework/projects/{projectld}/classifiers/generative_classifier
          /classification with a body containing prompts that specify the 'Invoice' and 'Receipt' names and descriptions.
          C. By sending a POST request to yapi/framework/projectsy{projectld}/ctassifiers/generative_classifier
          /classification with a body containing prompts that specify the 'Invoice' and 'Receipt' names and descriptions.
          D. By sending a POST request to /api/framework/projects/{projectld}/classifiers/generative_classifier
          /dassification with a body containing prompts that specify the 'Invoice' and 'Receipt' names and a description for their fields.


          Question 2

          Why is the Shuffle training mode important in the "Explore" phase while working with UiPath Communications Mining?

          A. Because it creates a high precision model, focusing on labels with low precision and a low number of examples.
          B. Because it helps create a balanced model by focusing on outlier labels with sufficient training examples but low confidence.
          C. Because it helps create a balanced model free from labelling bias by introducing random variation into the training data.
          D. Because it creates a new model version with shuffled labels and general fields and lets the user explore to understand the state of the model


          Question 3

          Which UiPath Communications Mining label category is often mapped to a service catalogue?

          A. Customer experiences.
          B. Root causes / Exceptions.
          C. Process / Request types.
          D. Products / Systems.


          Question 4

          Why might labels have bias warnings in UiPath Communications Mining, even with 100% precision?

          A. They have low recall.
          B. They lack training examples.
          C. They were trained using the "Search" option extensively.
          D. They were trained using the "Shuffle" option extensively.


          Question 5

          If you need to retrieve an item based on a corresponding identifier in UiPath, which collection type would you use?

          A. ArrayOf<T> or System.DataType[] as it stores indexed values
          B. System.Collections.Generic.Dictionary<TKey, TValue> as it stores key-value pairs
          C. System.Collections.Generic.Dictionary<TKey, TValue> as it stores indexed values
          D. System.Collections.Generic.List<T> as it stores ordered values


          Solutions:

          Question 1
          Answer: C
          Question 2
          Answer: C
          Question 3
          Answer: C
          Question 4
          Answer: B
          Question 5
          Answer: B

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