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UiPath UiPath-SAIv1 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Document Understanding | - OCR and document classification - Extraction and validation workflows |
| Generative AI and LLM Integration | - Prompt engineering and AI orchestration - Using LLMs in UiPath automation |
| AI Fundamentals for Automation | - Machine learning and deep learning basics - Introduction to AI concepts in enterprise automation |
| UiPath AI Center | - Using AI Center in automation workflows - AI model deployment and lifecycle management |
| AI Governance and Best Practices | - Security and compliance considerations - Responsible AI usage in enterprise automation |
UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions:
1. Which environment variable is relevant for Evaluation pipelines?
A) eval.enable_ocr
B) eval.enable_qpu
C) eval.use_cuda
D) eval.redo_ocr
2. What is the order of steps for automatically retraining and deploying a Document Understanding ML Model in Al Center with data from Document Validation Action?
Instructions: Drag the steps found on the "Left" and drop them on the "Right" in the correct order.
3. What is the Machine Learning Extractor?
A) A tool using machine learning models to identify and report on data targeted for data extraction.
B) A specialized model that can recognize multiple languages in the same document using API calls to a Hugging Face model with over 250 languages.
C) An extraction model that can be enabled and trained in Al Center. For better accuracy. 25 documents per model are recommended to train the model.
D) A tool that helps extract data from different document structures, and is particularly useful when the same document has multiple formats.
4. For which version(s) from Out-of-the-Box ML Packages minor versions is the download functionality available?
A) Version 1 and above
B) Version 0 and above
C) Version 0 only
D) Version 1 only
5. 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 not similar and file splitting is not necessary.
B) When the custom document types are not similar and file splitting is necessary.
C) When the custom document types are very similar and file splitting is not necessary.
D) When the custom document types are very similar and file splitting is necessary.
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: Only visible for members | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: C |
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