Exam Name: UiPath Certified Professional Specialized AI Professional v1.0
Certification Provider: UiPath
Corresponding Certification: UiPath Certified Professional
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UiPath UiPath-SAIv1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Document Understanding | 30% | - Document Understanding Activities
|
| Communications Mining | 25% | - Model training, annotation and refinement - Analyze predictions and improve performance - Taxonomy design and management |
| AI Center & ML Integration | 25% | - Model lifecycle management - Integrate AI models with Studio workflows - Deploy and monitor ML models |
| AI-Powered Automation Design | 20% | - Apply AI governance and security principles - Select appropriate AI capabilities for business problems - Design scalable and reliable AI-enabled automation solutions |
UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions:
A developer needs to create a process for the Human Resources team. During the development, they try to run the workflow containing the following dictionary variable:
What is the possible cause of the error?
- A. The "John Doe" key was not present in the dictionary.
- B. The assign's set value syntax should be PinMapping<"John Doe">.
- C. The Dictionary was not initialized.
- D. The assign's set value syntax should be PinMapping["John Doe"].
Correct Answer: C 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
How do partially labeled messages impact label predictions in UiPath Communications Mining?
- A. They negatively affect model performance.
- B. They improve label precision.
- C. They reduce label bias.
- D. They enhance label recall.
Correct Answer: A 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
In which of the following scenarios, the ML Classifier is the only recommended classifier to be used, according to best practice?
- A. When the custom document types are very similar and file splitting is necessary.
- B. When the custom document types are very similar and file splitting is not necessary.
- C. When the custom document types are not similar and file splitting is necessary.
- D. When the custom document types are not similar and file splitting is not necessary.
Correct Answer: B 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
What is the correct execution order of the Document Understanding template stages?
Instructions: Drag the stages found on the "Left" and drop them on the "Right" in the correct order.
Correct Answer:
Explanation:
The correct execution order of the Document Understanding template stages is:
* Taxonomy
* Digitize
* Classify
* Extract
* Extraction Validation
* Export
Comprehensive and Detailed Explanation: The Document Understanding template stages are based on a document processing flowchart that follows these steps:
* First, you need to define the Taxonomy of the document types and fields that you want to process and extract information from. This is done using the Taxonomy Manager in UiPath Studio1.
* Next, you need to Digitize the input documents, which can be in various formats such as PDF, image, or text. This is done using the Digitize Document activity, which converts the documents into a machine-readable format and performs OCR if needed2.
* Then, you need to Classify the digitized documents into the predefined document types in your taxonomy. This is done using the Classify Document Scope activity, which can use various classifiers such as Keyword Based Classifier, Machine Learning Classifier, or Intelligent Form Extractor3.
* After that, you need to Extract the relevant information from the classified documents based on the fields in your taxonomy. This is done using the Data Extraction Scope activity, which can use various extractors such as Regex Based Extractor, Machine Learning Extractor, or Form Extractor.
* Next, you need to perform Extraction Validation to review and correct the extracted information, either manually or automatically. This is done using the Present Validation Station activity, which can use either the Validation Station or the Action Center for human-in-the-loop validation.
* Finally, you need to Export the validated information to the desired output location, such as a file, a database, or a queue. This is done using the Export Extraction Results activity, which can use various exporters such as Excel Exporter, CSV Exporter, or Queue Item Exporter.
References:
* UiPath Studio - Taxonomy Manager
* UiPath Activities - Digitize Document
* UiPath Activities - Classify Document Scope
What differentiates UiPath Communications Mining general fields trained from scratch from general fields that are pre-trained?
- A. The trained-from-scratch general fields are entirely user-trained, while the ones that are pre-trained are typically based on a set of standard or custom-defined rule
- B. The trained-from-scratch general fields need to be normalized to be used in downstream automation, while the ones that are pre-trained can only be used in dashboards within the platform.
- C. The trained-from-scratch general fields have better accuracy, while the pre-trained general fields have a longer training time.
- D. The trained-from-scratch general fields depend on the model version, while the ones that are pre-trained do not.
Correct Answer: A 🗳️
Explanation: Only visible for ExamsLabs members. You can sign-up / login (it's free).
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