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UiPath UiPath-SAIv1 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: UiPath Communications Mining30%- Actionable Insights
  • 1. Dashboard and reporting
  • 2. Trend analysis
  • 3. Prioritization and routing
- Communications Mining Fundamentals
  • 1. Train and evaluate models
  • 2. Configure data sources
  • 3. Define taxonomy and labels
Topic 2: UiPath AI Center20%- Integration
  • 1. Data management
  • 2. Connect with UiPath Studio
  • 3. Pipeline management
- ML Model Management
  • 1. Retrain and versioning
  • 2. Monitor model performance
  • 3. Deploy and manage ML models
Topic 3: UiPath Document Understanding40%- Document Understanding Framework
  • 1. Data extraction and validation
  • 2. Configure Document Understanding activities
  • 3. Taxonomy definition and management
- ML Models
  • 1. Train and deploy ML models
  • 2. Out-of-the-box models
  • 3. Configure classification and extraction
Topic 4: Solution Design and Best Practices10%- Implementation Best Practices
  • 1. Testing and validation
  • 2. Maintenance and monitoring
  • 3. Deployment strategies
- Architecture Design
  • 1. End-to-end solution design
  • 2. Error handling and exception management
  • 3. Scalability and performance

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

1. What can the Custom Named Entity Recognition out-of-the-box model be used for?

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


2. What is the function of the Immediate Panel in UiPath Studio during the debugging process?

A) Inspecting data at a certain point during debugging by evaluating variables, arguments, or statements.
B) Displaying the performance analysis of all the operations, showing the execution time of each activity.
C) Displaying the next activity to be executed and its parent containers when the project is paused in debugging.
D) Modifying the values of variables and arguments at runtime during the debugging process.


3. Which feature should be used to inspect the available versions for activities employed within a workflow?

A) Outline Panel
B) Manage Packages
C) Variables Panel
D) Activities Panel


4. Which UiPath Communications Mining model performance factor relates to the proportion of messages in the dataset that have informative label predictions?

A) Average label performance.
B) Coverage.
C) Underperforming labels.
D) Balance.


5. Which of the below is the correct definition of "recall" in UiPath Communications Mining?

A) For a given concept what % of cases will the model correctly predict.
B) For a given concept, what % of cases will the model not detect.
C) For a given concept, what % of cases will the model detect.
D) For a given concept what % of cases will the model incorrectly predict.


Solutions:

Question # 1
Answer: D
Question # 2
Answer: A
Question # 3
Answer: B
Question # 4
Answer: B
Question # 5
Answer: C

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