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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q178-Q183):
NEW QUESTION # 178
Which UiPath Communications Mining model performance factor relates to the proportion of messages in the dataset that have informative label predictions?
Answer: C
Explanation:
In UiPath Communications Mining, the term Coverage refers to the proportion of messages in the dataset that have informative label predictions. This is an important metric that indicates how much of the dataset the model is able to classify with meaningful and relevant labels. High coverage means that the model is effectively assigning labels to a large portion of the data, which is crucial for ensuring the model's usefulness in automating communication mining tasks.
For more details, refer to:
* UiPath Communications Mining Performance Factors: Model Coverage and Accuracy
* Communications Mining: Coverage and Other Metrics
NEW QUESTION # 179
What is the recommended number of documents per vendor to train the initial dataset?
Answer: D
Explanation:
According to the UiPath documentation, the recommended number of documents per vendor to train the initial dataset is 10. This means that for each vendor that provides a specific type of document, such as invoices or receipts, you should have at least 10 samples of their documents in your training dataset. This helps to ensure that the dataset is balanced and representative of the real-world data, and that the machine learning model can learn from the variations and features of each vendor's documents. Having too few documents per vendor can lead to poor model performance and accuracy, while having too many documents from a single vendor can cause overfitting and bias1.
References: 1: Document Understanding - Training High Performing Models
NEW QUESTION # 180
What does the Automation Suite installer enable?
Answer: B
Explanation:
According to the UiPath documentation portal1, the Automation Suite installer is a single package that enables the deployment of the full UiPath Automation Platform in the environment of choice, whether on- premises or in the cloud. The Automation Suite installer contains all the components and dependencies required for the installation, such as the infrastructure, the orchestrator, the AI Center, the Action Center, the Insights, the Test Suite, and the Document Understanding. The Automation Suite installer also supports multi- node deployment with automatic scaling and built-in high availability, as well as easy monitoring, configuration, and upgrade options1. Therefore, option C is the correct answer, as it describes the features and benefits of the Automation Suite installer. Option A is incorrect, as it refers to the UiPath Automation Cloud, which is a different offering that does not require an installer. Option B is incorrect, as it describes a manual installation process that is not enabled by the Automation Suite installer. Option D is incorrect, as it confuses the Automation Suite installer with the installUiPathAS.sh script, which is a separate file that is used to launch the installer wizard2.
References: 1 Automation Suite - Overview 2 Automation Suite - Downloading the installation packages
NEW QUESTION # 181
What can the Custom Named Entity Recognition out-of-the-box model be used for?
Answer: C
Explanation:
The Custom Named Entity Recognition out-of-the-box model is a machine learning package that allows you to bring your own dataset tagged with entities you want to extract from unstructured text. The model can be trained and deployed using the UiPath AI Center, and can be integrated with the UiPath Document Understanding framework. The model can be used to extract and classify text in various domains and formats, such as emails, letters, web pages, research papers, and call transcripts. For example, you can use the model to extract information such as names, dates, addresses, amounts, products, or any other custom entity from your documents. The model supports multiple languages and can be customized according to your needs.
References: AI Center - Custom Named Entity Recognition, Custom Named Entity Recognition Documentation, UiPath AI Center - Document Understanding & Use of UiPath Custom Named Entity Recognition Model
NEW QUESTION # 182
What is the role of the Taxonomy Manager?
Answer: B
NEW QUESTION # 183
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