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| Section | Weight | Objectives |
|---|---|---|
| Document Understanding | 30% | - Document Understanding Framework
|
| AI Center & ML Integration | 25% | - Deploy and monitor ML models - Integrate AI models with Studio workflows - Model lifecycle management |
| AI-Powered Automation Design | 20% | - Design scalable and reliable AI-enabled automation solutions - Apply AI governance and security principles - Select appropriate AI capabilities for business problems |
| Communications Mining | 25% | - Taxonomy design and management - Model training, annotation and refinement - Analyze predictions and improve performance |
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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