EMT Practice Test

1. Question Content...

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Question1: How long does the typical Machine Learning model deployment process take in UiPath AI Center?

Question2: Which of the following use cases is best suited for tone analysis instead of label sentiment analysis in UiPath Communications Mining?

Question3: For what type of documents is it recommended to use the RegEx Based Extractor?

Question4: Which of these statements is true about precision and recall statistics for specific labels in UiPath Communications Mining precision?

Question5: Why might labels have bias warnings in UiPath Communications Mining, even with 100% precision?

Question6: Which of the following document type is part of UiPath's out-of-the-box models?

Question7: What do entity predictions refer to within UiPath Communications Mining?

Question8: Can you use Queues in the Document Understanding Process?

Question9: What are all the types of ML (Machine Learning) models supported by Al Center?

Question10: A Document Understanding Process is in production. According to best practices, what are the locations recommended for exporting the result files?

Question11: Which are the the minimum required inputs in order to configure the Classification Station as an attended activity?

Question12: How can you build custom models supported by AI Center?

Question13: Which activity should be used for classification validation in attended mode?

Question14: What is the Machine Learning Extractor?

Question15: Which of the following file types are supported for the DocumentPath property in the Classify Document Scope activity?

Question16: What is the primary function of the Wait for Classification Validation Task and Resume activity In UiPath's Document Understanding Framework?

Question17: Which role consumes ML Skills within customized workflows in Studio using the ML Skill activity from the UiPath.MLServices.Activities package?

Question18: How has UiPath improved the experience for handling failed queue transactions in the 2023.10 release?

Question19: When dealing with variable-length data, or data spanning over multiple pages of the document (e.g. item tables), what is the recommended data extraction methodology to be used?

Question20: Which of the following consumes Page Units?

Question21: What do entities represent in UiPath Communications Mining?

Question22: Which of the following statements is correct in the context of migrating a schema from Document Manager to a Modern Project?

Question23: How do you load a taxonomy from a given non-default location text file into a variable?
Instructions: Drag the steps found on the "Left" and drop them on the "Right" in the correct order.

Question24: What information does the comparison between two cohorts display on the Comparison page in UiPath Communications Mining?

Question25: What is the minimum number of pinned examples users should provide per label in UiPath Communications Mining?

Question26: Which OCR (Optical Character Recognition) option is recommended to be initially utilized for document processing in a project?

Question27: What differentiates UiPath Communications Mining general fields trained from scratch from general fields that are pre-trained?

Question28: Which UiPath Communications Mining model performance factor assesses the proportion of the entire dataset that has informative label predictions?

Question29: If Label X in UiPath Communications Mining has 80% precision at a given confidence threshold, what output should this provide?

Question30: Why is having high coverage important for an automation-focused use case in UiPath Communications Mining?

Question31: What are all the ways to deploy Al Center?

Question32: What is the role of the dispatcher in the Document Understanding Process?

Question33: Which are the the minimum required inputs in order to configure the Validation Station as an attended activity?

Question34: What components are part of the Document Understanding Process template?

Question35: What is the benefit of making an ML Skill public?

Question36: What is the page unit cost per extracted page for the RegEx Extractor?

Question37: When is it recommended to use Main-ActionCenter in the context of the Document Understanding Process?

Question38: Which generic ML Package should be used when the document type you are using is not part of the out of the box models?

Question39: What rule should be used in Taxonomy Manager for a text field that can have one of multiple known values?

Question40: When processing a document type that comes in a high variety of layouts, what is the recommended data extraction methodology?

Question41: What is Document Understanding?

Question42: How can a Pipeline be scheduled?

Question43: Which of the following is a best practice when choosing a UiPath ML (Machine Learning) Extractor?

Question44: What function in the train.py file is responsible for persisting the trained model?

Question45: Why is it important to gather and analyze data about the languages in scope?

Question46: Which role is responsible for building and uploading ML (Machine Learning) models lo Al Center?

Question47: Which UiPath Communications Mining label category is often mapped to a service catalogue?

Question48: Which of the following statements is true regarding reviewing and applying entities in UiPath Communications Mining?

Question49: What is the purpose of the End Process in the Document Understanding Process?

Question50: What can be found in the Images folder within the exported dataset coming from Document Manager?

Question51: What is the primary metric used to calculate the score for the All Labels performance factor in UiPath Communications Mining?

Question52: What are the two main data extraction methodologies used in document understanding processes?

Question53: What does the Export stage of the Document Understanding Framework do?

Question54: Having the following Rules defined in the Taxonomy Manager for Billing Address field.

At the data extraction step. 42 W 80th St. West New York, NJ 1234, USA have been extracted (or the Billing Address field. When processing a Invoice using the DU process what will happen in (he Validation Station after data extraction step?

Question55: What is the purpose of field rules in Taxonomy Manager?

Question56: What does the following expression do?
subTotalAdditions.Select(Function(field) CDec(documentFields(field))).ToList.Sum() + subtotal

Question57: Considering the Process Design phase, what should be Taken into consideration as a best practice when creating the scope for the automation?

Question58: Which UiPath Communications Mining model performance factor relates to the proportion of messages in the dataset that have informative label predictions?

Question59: Which of the following are unstructured documents?

Question60: Which statement accurately describes out-of-the-box models in UiPath?

Question61: What are the out-of-the-box packages types available in Al Center?

Question62: Under what condition can a dataset be edited in UiPath AI Center?

Question63: What are the three types of classifier trainers available in packages UiPath.lntelligentOCR.Activities and UiPath.DocumentUnderstanding.ML.Activities?

Question64: Which of the following extractors can be used for Data Extraction Scope activity?

Question65: In the general fields training, what actions does the Communications Mining Train feature guide you through?

Question66: While training a UiPath Communications Mining model, the Search feature was used to pin a certain label on a few communications. After retraining, the new model version starts to predict the tagged label but infrequently and with low confidence.
According to best practices, what would be the correct next step to improve the model's predictions for the label, in the "Explore" phase of training?