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UiPath Certified Professional Specialized AI Professional v1.0 Sample Questions (Q180-Q185):
NEW QUESTION # 180
Which UiPath Communications Mining model performance factor assesses the proportion of the entire dataset that has informative label predictions?
- A. Coverage.
- B. Underperforming labels.
- C. Average label performance.
- D. Balance.
Answer: A
Explanation:
According to the UiPath Communications Mining documentation, coverage is one of the four main factors that contribute to the model rating, which is a holistic measure of the model's performance and health.
Coverage assesses the proportion of the entire dataset that has informative label predictions, meaning that the predicted labels are not generic or irrelevant. Coverage is calculated as the percentage of verbatims (communication units) that have at least one informative label out of the total number of verbatims in the dataset. A high coverage indicates that the model is able to capture the main topics and intents of the communications, while a low coverage suggests that the model is missing important information or producing noisy predictions.
References:
* Communications Mining - Understanding and improving model performance
* Communications Mining - Model Rating
* Communications Mining - It's All in the Numbers - Assessing Model Performance with Metrics
NEW QUESTION # 181
What are the languages supported by the generic Document Understanding ML Package?
- A. Languages using the Greek left-to-right alphabet. Japanese, and Chinese.
- B. Languages using the Latin alphabet (like Italian, French. Portuguese. Spanish, and Romanian), and the Greek left-to-right alphabet.
- C. Languages using the Latin alphabet, the Cyrillic alphabet, the Greek left-to-right alphabet. Japanese, and Chinese.
- D. Languages using the Cyrillic alphabet, the Greek left-to-right alphabet, and Chinese.
Answer: C
Explanation:
According to the UiPath documentation1, the generic Document Understanding ML Package supports data extraction from any type of structured or semi-structured documents, building an ML model from scratch. The supported languages for this package are Latin-based languages, Cyrillic languages, Greek left-to-right, and Japanese (Preview). Additionally, the documentation23 also mentions that the package can support Chinese with the use of an OCR that supports that language. Therefore, the correct answer is D.
References: Document Understanding - Supported Languages, Document Understanding - ML Packages, Document Understanding - ML Packages.
NEW QUESTION # 182
How should the data be managed after extraction in the UiPath Document Understanding process?
- A. Keep the data only in the queue items without serialization.
- B. Store the data temporarily in local folders before processing.
- C. Serialize the data and store it in a storage bucket or similar location.
- D. Directly pass the extracted data to other processes via Arguments.
Answer: C
Explanation:
After the data is extracted using the UiPath Document Understanding framework, it is crucial to handle the data securely and efficiently for further use in other processes or storage. Serialization is often used to convert the extracted data into a format suitable for storage or transmission. By serializing the data, it can be stored in storage buckets (such as cloud storage or a database) and accessed later as needed for subsequent processing.
This approach ensures that data is preserved, secure, and available for other workflows or automations.
(Source: UiPath Document Understanding Documentation).
NEW QUESTION # 183
Which log level in UiPath provides the most detailed information about the execution of activities?
- A. Error
- B. Information
- C. Warning
- D. Verbose
Answer: D
Explanation:
In UiPath, the Verbose log level offers the most detailed information about the execution of activities. It logs every possible detail about the automation operations, including variable changes, function calls, and external responses. This level is particularly useful for in-depth debugging and analysis.
UiPath Documentation
The hierarchy of log levels in ascending order of priority is as follows:
* Off: No logs are stored.
* Verbose: Logs all details about automation operations.
* Trace: Logs finer-grained informational events than the Debug level.
* Information: Logs informational messages that highlight the progress of the application.
* Warning: Logs potentially harmful situations.
* Error: Logs error events that might still allow the application to continue running.
* Fatal: Logs very severe error events that will presumably lead the application to abort.
Therefore, setting the log level to Verbose ensures that all possible details about the execution are captured, aiding in thorough diagnostics.
NEW QUESTION # 184
Which activity can be used to convert the default taxonomy.json file into a variable for further use?
- A. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadTaxonomy
- B. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadFileTaxonomy
- C. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadFile
- D. UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadTaxonomyFile
Answer: D
NEW QUESTION # 185
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