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UiPath UiPath-SAIv1 Exam Syllabus Topics:

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

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

1. Which of the following consumes Page Units?

A) Applying OCR on a 10-page document.
B) Using Intelligent Form Extractor on a 5-page document with 0 successful extractions.
C) Using ML Classifier on a 21-page document.
D) Creation of a Document Validation Action in Action Center.


2. Which UiPath Communications Mining model performance factor relates to the proportion of messages in the dataset that have informative label predictions?

A) Underperforming labels.
B) Average label performance.
C) Balance.
D) Coverage.


3. If Label X in UiPath Communications Mining has 80% precision at a given confidence threshold, what output should this provide?

A) For every 100 messages, 20 would be labelled correctly as 'Label X', and 80 would be labelled incorrectly.
B) For every 100 messages which should have been labelled as 'Label X\ 20 were labelled and 80 were missed.
C) For every 100 messages, 80 would be labelled correctly as 'Label X', and 20 would be labelled incorrectly.
D) For every 100 messages which should have been labelled as 'Label X', 80 were labelled and 20 were missed.


4. Which of the following is a best practice when choosing a UiPath ML (Machine Learning) Extractor?

A) The popularity of the ML Extractor among other UiPath users should be the primary factor. Opt for the ML Extractor that has the highest number of downloads or positive reviews.
B) The size of the ML Extractor is the most important factor to consider. Bigger models always perform better and provide more accurate extraction results because the development team invested time and effort into creating the algorithm, which in turn will result in better performance for the trained model.
C) Consider the document types, language, and data quality. It is important to select one that is specifically trained or optimized for the document types being processed. It is also important to take into account the quality and diversity of the training data used to train the ML Extractor to ensure accurate and reliable extraction results.
D) The cost of the ML Extractor should be the main consideration. Select the ML Extractor that offers the lowest price, regardless of its performance or suitability for the specific document understanding needs.


5. Which is a high-level view of the tabs within an AI Center project?

A) Datasets, Data Labeling. ML Packages, ML Training, ML Evaluation, ML Skills, and ML Logs.
B) Dashboard. Datasets. ML Packages. ML Training. ML Evaluation, and ML Logs.
C) Dashboard. Datasets, Data Labeling. ML Packages. Pipelines, ML Skills, and ML Logs.
D) Datasets. Data Labeling. ML Packages. Pipelines, and ML Skills.


Solutions:

Question # 1
Answer: A
Question # 2
Answer: D
Question # 3
Answer: C
Question # 4
Answer: C
Question # 5
Answer: C

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