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UiPath UiPath-SAIv1 Exam Syllabus Topics:

SectionObjectives
Topic 1: Generative AI and LLM Integration- Using LLMs in UiPath automation
- Prompt engineering and AI orchestration
Topic 2: Document Understanding- OCR and document classification
- Extraction and validation workflows
Topic 3: AI Governance and Best Practices- Security and compliance considerations
- Responsible AI usage in enterprise automation
Topic 4: AI Fundamentals for Automation- Machine learning and deep learning basics
- Introduction to AI concepts in enterprise automation
Topic 5: UiPath AI Center- AI model deployment and lifecycle management
- Using AI Center in automation workflows

UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions:

1. While training a UiPath Communications Mining model, the Search feature was used to pin a certain label on a few communications. After retraining, the new model version starts to predict the tagged label but infrequently and with low confidence.
According to best practices, what would be the correct next step to improve the model's predictions for the label, in the "Explore" phase of training?

A) Use the "Search" feature to pin the label to more communications.
B) Use the "Rebalance" training mode to pin the label to more communications.
C) Use the "Low confidence" training mode to pin the label to more communications.
D) Use the 'Teach" training mode to pin the label to more communications.


2. Which OCR (Optical Character Recognition) option is recommended to be initially utilized for document processing in a project?

A) Tesseract OCR.
B) UiPath Document OCR.
C) UiPath CJK (for Chinese. Japanese. Korean).
D) OmniPage.


3. How long does the typical Machine Learning model deployment process take in UiPath AI Center?

A) Less than 5 minutes.
B) Between 5 and 10 minutes.
C) More than 15 minutes.
D) Between 10 and 15 minutes.


4. As a best practice, who should perform the data labeling?

A) Business Analysts.
B) Subject Matter Experts.
C) Data Scientists.
D) Automation RPA Developers.


5. What do entity predictions refer to within UiPath Communications Mining?

A) The model's confidence that a specific concept exists within a communication.
B) The difference between label suggestions and label predictions in a training process.
C) The understanding of the parent-label relationship when assigning label predictions.
D) The identification of a specific span of text as a value for a particular entity type.


Solutions:

Question # 1
Answer: D
Question # 2
Answer: B
Question # 3
Answer: D
Question # 4
Answer: B
Question # 5
Answer: D

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