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UiPath UiPath-SAIv1 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI-Powered Automation Design | 20% | - Design scalable and reliable AI-enabled automation solutions - Select appropriate AI capabilities for business problems - Apply AI governance and security principles |
| AI Center & ML Integration | 25% | - Integrate AI models with Studio workflows - Deploy and monitor ML models - Model lifecycle management |
| Communications Mining | 25% | - Analyze predictions and improve performance - Taxonomy design and management - Model training, annotation and refinement |
| Document Understanding | 30% | - Document Understanding Activities
|
UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions:
1. What is the recommended split of documents for training and evaluation, considering a total of 15 documents per vendor?
A) 8 documents for training the model, and 7 for evaluating the model.
B) 7 documents for training the model, and 8 for evaluating the model.
C) 10 documents for training the model, and 5 for evaluating the model.
D) 12 documents for training the model, and 3 for evaluating the model.
2. 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 necessary.
D) When the custom document types are very similar and file splitting is not necessary.
3. Which filter option should be used for the For Each File in Folder activity to iterate through all the Microsoft Word documents in a local folder?
A) ".doc"
B) "* doc, *docx"
C) Microsoft Word
D) "* doc"
4. Which of the following is a best practice when choosing a UiPath ML (Machine Learning) Extractor?
A) The cost of the ML Extractor should be the main consideration when choosing an ML Extractor.
Select the ML Extractor that offers the lowest price, regardless of its performance or suitability for the specific document understanding needs.
B) Consider the document types, language, and data quality when choosing an ML Extractor.
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.
C) The popularity of the ML Extractor among other UiPath users should be the primary factor when choosing a UiPath ML Extractor.
Opt for the ML Extractor that has the highest number of downloads or positive reviews.
D) The size of the ML Extractor is the most important factor to consider when choosing an ML Extractor.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.
5. Which of the below is the correct definition of "recall" in UiPath Communications Mining?
A) For a given concept what % of cases will the model correctly predict.
B) For a given concept, what % of cases will the model detect.
C) For a given concept what % of cases will the model incorrectly predict.
D) For a given concept, what % of cases will the model not detect.
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: D | Question # 3 Answer: A | Question # 4 Answer: B | Question # 5 Answer: B |
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