Free UIPATH-SAIV1 Exam Dumps PDF Preview

Question 1

Single choice

What is the correct approach when discovering that a label's name does not reflect the desired intent within a UiPath Communications Mining taxonomy?

A
Export dashboards where the original label appeared, then manually change the name.
B
Create another label with the correct name and apply it to all verbatims that have the original label.
C
Create a label intending to show the error in naming and insert it into all dashboards where the original label appeared.
D
Rename the label in the taxonomy as it doesn't negatively affect the model training and performance.

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Correct answerD

Question 2

Single choice

What happens during one of the Validate stages of the Document Understanding Framework?

A
The extracted data is reviewed and corrected by a human.
B
The document types and fields are defined by a human as part of the taxonomy.
C
The document is classified as one of the predefined document types.
D
The extraction results are exported as a dataset.

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Correct answerA

Question 3

Drag & drop

DRAG DROP

What is the order of steps for automatically retraining and deploying a Document Understanding ML Model in Al Center with data from Document Validation Action?

Instructions: Drag the steps found on the "Left" and drop them on the "Right" in the correct order.

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Question 4

Single choice

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 Library, while the Document Understanding Process is the template that can be found in Studio.
B
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.
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 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.

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Correct answerB

Question 5

Single choice

What do entity predictions refer to within UiPath Communications Mining?

A
The understanding of the parent-label relationship when assigning label predictions.
B
The difference between label suggestions and label predictions in a training process.
C
The identification of a specific span of text as a value for a particular entity type.
D
The model's confidence that a specific concept exists within a communication.

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Correct answerC

Question 6

Single choice

What is the purpose of the "Explore" phase in UiPath Communications Mining?

A
To fully review and correctly tag the model version, regardless if it's "Live" or "Staging".
B
To use the bulk label functionality, a helpful tool to quickly train the model when searching for specific terms.
C
To provide each label/entity in a taxonomy with enough training examples so the model can make accurate predictions at scale.
D
To review the clusters of similar communications from a dataset that unsupervised learning automatically found.

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Correct answerC

Explanation

The objective of the Explore phase is to provide each of the labels that are important to you with enough varied and consistent training examples, so that the platform has sufficient training data from which to make accurate predictions across the entire dataset.

https://docs.uipath.com/communications-mining/automation-cloud/latest/user-guide/explore

Question 7

Single choice

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 very similar and file splitting is not necessary.
B
When the custom document types are not similar and file splitting is not necessary.
C
When the custom document types are not similar and file splitting is necessary.
D
When the custom document types are very similar and file splitting is necessary.

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Correct answerA

Explanation

You should consider using the Machine Learning Classifier if:

- Your need to classify the single documents into different document types where no splitting is required.
- The custom document types are very similar. A trained Machine Learning Classifier can differentiate more easily between two similar document types than the Intelligent Keyword Classifier.

https://docs.uipath.com/document-understanding/automation-suite/2023.4/user-guide/machine-learning-classifier

Question 8

Single choice

What is the correct way to start a Document Understanding job in Unattended scenarios?

A
Having the Dispatcher process use a Start Job and Get Reference activity.
B
Starting a batch job that runs the Document Understanding Process for all the needed documents.
C
Starting the job from Orchestrator from the Processes tab.
D
Using a Time Trigger that runs every 5 minutes.

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Correct answerC

Question 9

Single choice

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?

A
Hybrid data extraction.
B
Rule-based data extraction.
C
Model-based data extraction.
D
Manual data extraction.

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Correct answerC

Question 10

Single choice

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

A
The label precision and recall statistics are determined by the model's rating.
B
The label precision and recall statistics are determined by the confidence threshold.
C
The label precision and recall statistics are determined by the mean average precision (MAP).
D
The label precision and recall statistics are determined by the model's coverage.

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Correct answerB

Explanation

https://docs.uipath.com/communications-mining/automation-cloud/latest/user-guide/precision-and-recall

Question 11

Single choice

In a process where employees need to read emails from customers, then process invoices attached as part of day-to-day work, what combination of UiPath solutions is most suited to structure data from these two types of inputs?

A
UiPath Communications Mining and UiPath Document Understanding.
B
UiPath Document Understanding and UiPath Process Mining.
C
UiPath Document Understanding and UiPath Task Mining.
D
UiPath Communications Mining and UiPath Task Mining.

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Correct answerA

Question 12

Single choice

Which Activities Package is required to create a Document Understanding process flow?

A
UiPath.IntelligentOCR.Activities.
B
UiPath.Documentunderstanding.ML.Activities.
C
UiPath.DU.Activities.
D
UiPath.UnderstandingDocuments.Activities.

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Correct answerA

Question 13

Single choice

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

A
Converts the result of extraction to a dataset or to a customized format.
B
Allows a human to validate and correct the extracted data.
C
Classifies the document as one of the predefined document types.
D
Extracts the text out of the image document using OCR (Optical Character Recognition).

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Correct answerA

Question 14

Single choice

When creating a training dataset, what is the recommended number of samples for a Column field?

A
10-20 document samples per column field.
B
20-50 document samples per column field.
C
50-200 document samples per column field.
D
100-200 document samples per column field.

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Correct answerC

Question 15

Single choice

What is the order in which model training should occur inside UiPath Communications Mining?

A
Discover, Refine, Explore.
B
Refine, Discover, Explore.
C
Discover, Explore, Refine.
D
Refine, Explore, Discover.

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Correct answerC

Question 16

Single choice

What are the three types of classifier trainers available in packages UiPath.lntelligentOCR.Activities and UiPath.Documentunderstanding.MLActivities?

A
Machine Learning Classifier Trainer, Language Based Classifier, and Keyword Based Classifier Trainer.
B
Intelligent Keyword Classifier Trainer, Language Based Classifier Trainer, and Image Based Classifier Trainer.
C
Image Based Classifier Trainer, Format Based Classifier Trainer, and Machine Learning Classifier Trainer.
D
Keyword Based Classifier Trainer, Intelligent Keyword Classifier Trainer, and Machine Learning Classifier Trainer.

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Correct answerB

Question 17

Single choice

What is the default visibility of an ML skill?

A
An ML skill is by default public and can be made private.
B
An ML skill is by default private and can be made public.
C
An ML skill is by default public and can't be made private.
D
An ML skill is by default private and can't be made public.

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Correct answerB

Explanation

Make ML Skill public/private
You have the possibility to make an ML Skill public. Doing so, the ML Skill will be accessible via an endpoint from outside of UiPath environment. This means that you can call it without the need to go through a robot connected to the specific tenant.

Question 18

Single choice

What is Document Understanding?

A
A solution for combining different approaches to extract information from workflows.
B
A solution that offers the ability to digitize, extract, validate, and train data from documents.
C
A solution for the processing of Excel files for extracting data tables.
D
A solution for combining different approaches to extract entities from Word documents such as contracts and agreements.

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Correct answerB

Explanation

Document UnderstandingTM: is a no-code and user-friendly solution that combines specialized and generative models to extract and interpret data from various documents and ensure end-to-end document processing. From structured to unstructured, the tool can process a wide variety of documents, recognizing different objects like tables, handwriting, signatures, and checkboxes, and is versatile in handling various file formats.

Question 19

Single choice

What components are part of the Document Understanding Process template?

A
Import, Classification, Text Extractor, and Data Validation.
B
Load Document, Categorization, Data Extraction, and Validation.
C
Load Taxonomy, Digitization, Classification, Data Extraction, and Data Validation Export.
D
Load Taxonomy, Digitization, Categorization, Data Validation, and Export.

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Correct answerC

Question 20

Single choice

What is the page unit cost per extracted page for the ML Extractor?

A
0
B
0.2
C
0.5
D
1

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Correct answerB

Question 21

Single choice

Which UiPath product is most suitable for processing invoices?

A
UiPath Document Understanding.
B
UiPath Process Mining.
C
UiPath Communications Mining.
D
UiPath Task Mining.

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Correct answerA

Question 22

Single choice

In an analytics-focused model in UiPath Communications Mining, which factor determines the extent to which a model trainer should optimize their model's performance?

A
The trainer's discretion is based on use case objectives and capacity to continue training.
B
There are at least 200 labels with at least a 70% MAP.
C
There are at least 150 labels with at least an 80% MAP.
D
The proportion of data that has been annotated is at least 10% of total dataset volumes.

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Correct answerA

Question 23

Single choice

Which of the following is an indicator that sufficient training has been completed for a model in UiPath Communications Mining?

A
A model rating of 30-40.
B
A model rating of 40-50.
C
A model rating of 50-60.
D
A model rating of 70-90 or better.

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Correct answerD

Question 24

Single choice

What is the order of magnitude when looking at UiPath Communications Mining objects?

A
Message < Source < Dataset < Project
B
Source < Message < Project < Dataset
C
Message < Dataset < Source < Project
D
Source < Dataset < Message < Project

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Correct answerC

Question 25

Single choice

Which is the most suitable extractor for extracting data from a survey?

A
The Regex Based Extractor.
B
The Intelligent Form Extractor.
C
The Machine Learning Extractor.
D
FlexiCapture Extractor.

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Correct answerB

Question 26

Drag & drop

DRAG DROP

What is the correct execution order of the Document Understanding template stages?

Instructions: Drag the stages found on the "Left" and drop them on the "Right" in the correct order.

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Question 27

Single choice

What is unsupervised learning?

A
Unsupervised learning is a machine learning paradigm in which algorithms try to solve a problem only by trial and error and using a system of rewards and punishments. There is no need for labeled input/ output pairs to be presented.
Instead, the focus is on finding a balance between exploration (of uncharted territory) and exploitation (of current knowledge).
B
Unsupervised learning is a machine learning paradigm that refers to algorithms that learn patterns from unlabeled data. There are only input variables, but no corresponding output variables.
The goal of the algorithm is to model the underlying structure of the data, but there are no correct answers and no teachers.
C
Unsupervised learning is a machine learning paradigm with the goal of learning a function that maps input variables with output variables.
In every case there is a correct answer, so the aim is to train the model until it reaches an acceptable level of performance in predicting the outcome, at which point the learning stops.
D
Unsupervised learning is a machine learning paradigm in which algorithms try to solve a problem in an uncertain, potentially complex environment only by trial and error and using a system of rewards and punishments.
There are no correct answers, but feedback is given in the form of rewards and penalties.

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Correct answerB

Question 28

Single choice

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 incorrectly predict.
B
For a given concept, what % of cases will the model not detect.
C
For a given concept what % of cases will the model correctly predict.
D
For a given concept, what % of cases will the model detect.

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Correct answerD

Free UIPATH-SAIV1 Exam Dumps Preview

UiPath Specialized AI Professional v1.0 (UiSAI)

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