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UiPath UiPath-SAIv1 Exam Syllabus Topics:
Section
Weight
Objectives
Topic 1: UiPath Document Understanding
40%
- ML Models
1. Train and deploy ML models
2. Out-of-the-box models
3. Configure classification and extraction
- Document Understanding Framework
1. Data extraction and validation
2. Taxonomy definition and management
3. Configure Document Understanding activities
Topic 2: UiPath Communications Mining
30%
- Communications Mining Fundamentals
1. Define taxonomy and labels
2. Train and evaluate models
3. Configure data sources
- Actionable Insights
1. Prioritization and routing
2. Trend analysis
3. Dashboard and reporting
Topic 3: UiPath AI Center
20%
- ML Model Management
1. Retrain and versioning
2. Monitor model performance
3. Deploy and manage ML models
- Integration
1. Pipeline management
2. Data management
3. Connect with UiPath Studio
Topic 4: Solution Design and Best Practices
10%
- Architecture Design
1. Scalability and performance
2. End-to-end solution design
3. Error handling and exception management
- Implementation Best Practices
1. Deployment strategies
2. Testing and validation
3. Maintenance and monitoring
UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions:
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 creates a new model version with shuffled labels and general fields and lets the user explore to understand the state of the model
D. Because it helps create a balanced model free from labelling bias by introducing random variation into the training data.
Explanation: Only visible for TrainingDump members. You can sign-up / login (it's free).
Which are all the options for managing ML Skills?
A. ML skills can be created, stopped, redeployed, updated to a new package version, rolled back to a previous package version, modified to use or not use GPU. modified to use or not use Al units, made public or private, or deleted.
B. ML skills can be created, updated to a new package version, rolled back to a previous package version, modified to use or not use GPU. made public or private, or deleted.
C. ML skills can be created, stopped, redeployed, updated to a new package version, rolled back to a previous package version, modified to use or not use GPU. made public or private, or deleted.
D. ML skills can be created, stopped, redeployed, updated to a new package version, rolled back to a previous package version, made public or private, or deleted.
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