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UiPath UiPath-SAIv1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: Generative AI and LLM Integration | - Using LLMs in UiPath automation - Prompt engineering and AI orchestration |
| Topic 2: UiPath AI Center | - Using AI Center in automation workflows - AI model deployment and lifecycle management |
| Topic 3: AI Governance and Best Practices | - Responsible AI usage in enterprise automation - Security and compliance considerations |
| Topic 4: Document Understanding | - Extraction and validation workflows - OCR and document classification |
| Topic 5: AI Fundamentals for Automation | - Introduction to AI concepts in enterprise automation - Machine learning and deep learning basics |
UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions:
What does Data Extraction do?
- A. Digitizes the document that should be processed.
- B. Identifies and extracts specific information that should be processed.
- C. Applies rules for validating that the information extracted from a document is correct.
- D. Identifies words and their coordinates from images and PDFs.
Correct Answer: B 🗳️
Explanation: Only visible for BootcampPDF members. You can sign-up / login (it's free).
What happens to your document and the process of pre-labeling when you choose the "Predict" option from the "Predict" dropdown in Document Manager?
- A. It merges the results of the Generative Predict functionality and the results of the prelabeling endpoint (if configured). If the latter is not configured, it uses solely Generative Predict for all fields.
- B. It predicts all fields using the Generative Predict capability only, ignoring any pre-labeling endpoint that may be configured. If Generative Predict is not available, it will not predict any fields.
- C. It predicts fields using the Generative Prelabeling for OOTB document types and the pre-labeling endpoint for custom document types.
- D. It predicts fields using only the prelabeling endpoint model configured in the Prelabeling settings, and it does not use Generative Predict.
Correct Answer: A 🗳️
What is the minimum number of pinned examples users should provide per label in UiPath Communications Mining?
- A. 15
- B. 25
- C. 30
- D. 20
Correct Answer: B 🗳️
Explanation: Only visible for BootcampPDF 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
When processing a document type that comes in a high variety of layouts, what is the recommended data extraction methodology?
- A. Manual data extraction.
- B. Rule-based data extraction.
- C. Hybrid data extraction.
- D. Model-based data extraction.
Correct Answer: C 🗳️
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