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| Section | Objectives |
|---|---|
| Generative AI and LLM Integration | - Using LLMs in UiPath automation - Prompt engineering and AI orchestration |
| AI Governance and Best Practices | - Security and compliance considerations - Responsible AI usage in enterprise automation |
| AI Fundamentals for Automation | - Introduction to AI concepts in enterprise automation - Machine learning and deep learning basics |
| UiPath AI Center | - Using AI Center in automation workflows - AI model deployment and lifecycle management |
| Document Understanding | - OCR and document classification - Extraction and validation workflows |
Question 1
What is the primary metric used to calculate the score for the All Labels performance factor in UiPath Communications Mining?
A. Number of labels.
B. Number of annotations.
C. Volume of data uploaded.
D. Mean Average Precision.
Question 2
What can be done in the Reports section of the dataset navigation bar in UiPath Communication Mining?
A. Monitor model performance and receive recommendations.
B. Train models using unsupervised learning.
C. View, save, and modify dataset model versions.
D. Access detailed, quervable charts, statistics, and customizable dashboards.
Question 3
What function in the train.py file is responsible for persisting the trained model?
A. train(setf. trainmg_directory}
B. evaluate(self, evaluation_directory)
C. __init_(self)
D. save(self)
Question 4
What is the difference between the Document Understanding Process and the Document Understanding Framework?
A. The Document Understanding Framework contains the activities that can be used in a Process, while the Document Understanding Process is the template that can be found in Studio.
B. The Document Understanding Process contains the activities that can be used in a Process, while the Document Understanding Framework is the template that can be found in Studio.
C. The Document Understanding Process contains the activities that can be used in a Library, while the Document Understanding Framework is the template that can be found in Studio.
D. The Document Understanding Framework contains the activities that can be used in a Library, while the Document Understanding Process is the template that can be found in Studio.
Question 5
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 when choosing a UiPath ML Extractor.
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 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.
C. 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.
D. 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.
Solutions:
| Question 1 Answer: D | Question 2 Answer: D | Question 3 Answer: D | Question 4 Answer: B | Question 5 Answer: C |
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