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UiPath-SAIv1 UiPath Certified Professional Specialized AI Professional v1.0 Questions and Answers

Questions 4

Which of the following best describes the primary purpose of the Quality of Service (QoS) functionality in UiPath Communications Mining?

Options:

A.

To measure and monitor service quality within a communications channel.

B.

To track the time spent by employees working productively.

C.

To track the number of responses that employees get to their outbound communications.

D.

To measure the quality of the output of the model.

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Questions 5

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

Options:

A.

The higher the coverage, the lower the model's recall, resulting in greater throughput of automatable processes.

B.

High coverage ensures that the software consumes less computational resources, resulting in cost savings for the organization implementing the automation.

C.

High coverage on the model means that fewer communications will be sent for manual review and that fewer automatable processes are missed.

D.

With high coverage, you can increase the amount of data provided downstream via Streams.

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Questions 6

A project contains a Try Catch activity in the "Main.xaml" workflow. In the Catches block, there is a Rethrow activity. The process is started from Orchestrator and an exception is caught in the Try section. What is the expected result?

Options:

A.

Job is completed with a "Faulted" state.

B.

Exception Pop-up is displayed on the robot machine.

C.

Job is completed with a "Stopped" state.

D.

Job is completed with a "Successful" state.

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Questions 7

How can a Pipeline be scheduled?

Options:

A.

A Pipeline can be scheduled at multiple future dates or with a recurring schedule.

B.

A Pipeline can be scheduled at a single future date.

C.

A Pipeline can be scheduled with a recurring schedule.

D.

A Pipeline can be scheduled at a single future date or with a recurring schedule.

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Questions 8

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

Options:

A.

Pre-trained. fine-tunable, and reviewed.

B.

Pre-trained. custom training, and fine-tunable.

C.

Custom training, fine-tunable, and reviewed.

D.

Pre-trained, custom training, and reviewed.

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Questions 9

In which of the following scenarios, the ML Classifier is the only recommended classifier to be used, according to best practice?

Options:

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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Questions 10

Which of the following is a characteristic of a poorly-performing model in UiPath Communications Mining?

Options:

A.

The model makes correct predictions across the majority of the dataset.

B.

All of the labels in the dataset have at least 25 training examples.

C.

Many of the labels in the taxonomy have amber or red performance warnings.

D.

2% of the dataset has been reviewed by a model trainer.

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Questions 11

Which feature should be used to inspect the available versions for activities employed within a workflow?

Options:

A.

Activities Panel

B.

Variables Panel

C.

Manage Packages

D.

Outline Panel

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Questions 12

What are the options available in the Export Now tab of the Export Files dialog box in Document Manager?

Options:

A.

Download to Excel. Download, and Export to Al Center.

B.

Download to Excel. Export to Al Center, and Export All.

C.

Download to Excel and Export All.

D.

Export to Al Center, Export All. and Download.

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Questions 13

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

Options:

A.

Model-based data extraction.

B.

Hybrid data extraction.

C.

Manual data extraction.

D.

Rule-based data extraction.

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Questions 14

What do entities represent in UiPath Communications Mining?

Options:

A.

Structured data points.

B.

Concepts, themes, and intents.

C.

Thread properties.

D.

Metadata properties.

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Questions 15

What is the purpose of field rules in Taxonomy Manager?

Options:

A.

To generate custom data fields for extraction.

B.

To optimize extraction results and automatically validate them.

C.

To create complex data manipulation operations.

D.

To handle exceptions during the extraction process.

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Questions 16

Which is a high-level view of the tabs within an AI Center project?

Options:

A.

Dashboard. Datasets. ML Packages. ML Training. ML Evaluation, and ML Logs.

B.

Datasets, Data Labeling. ML Packages, ML Training, ML Evaluation, ML Skills, and ML Logs.

C.

Datasets. Data Labeling. ML Packages. Pipelines, and ML Skills.

D.

Dashboard. Datasets, Data Labeling. ML Packages. Pipelines, ML Skills, and ML Logs.

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Questions 17

What does Data Extraction do?

Options:

A.

Identifies and extracts specific information that should be processed.

B.

Applies rules for validating that the information extracted from a document is correct.

C.

Digitizes the document that should be processed.

D.

Identifies words and their coordinates from images and PDFs.

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Questions 18

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

Options:

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 data set that unsupervised learning automatically found.

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Questions 19

Which of the following best describes UiPath Document Understanding?

Options:

A.

A suite of tools for automating document processing tasks.

B.

A solution for managing cloud infrastructure.

C.

A software for creating machine learning models.

D.

A platform for managing robotic process automation (RPA) workflows.

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Questions 20

What are the languages supported by the generic Document Understanding ML Package?

Options:

A.

Languages using the Greek left-to-right alphabet. Japanese, and Chinese.

B.

Languages using the Cyrillic alphabet, the Greek left-to-right alphabet, and Chinese.

C.

Languages using the Latin alphabet (like Italian, French. Portuguese. Spanish, and Romanian), and the Greek left-to-right alphabet.

D.

Languages using the Latin alphabet, the Cyrillic alphabet, the Greek left-to-right alphabet. Japanese, and Chinese.

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Questions 21

Which type of documents can be processed using UiPath Document Understanding?

Options:

A.

Spreadsheets and databases.

B.

Images and videos.

C.

PDFs and images.

D.

Word documents and presentations.

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Questions 22

How do you use the Generative Classifier within UiPath Document Understanding Cloud APIs to classify a document as either an "Invoice" or a "Receipt"?

Options:

A.

By sending a GET request to /api/framework/projects/{projectld}/classifiers/generative_classifier/classification with a body containing prompts that specify the 'Invoice' and 'Receipt' names and descriptions.

B.

By sending a POST request to yapi/framework/projectsy{projectld}/ctassifiers/generative_classifier/classification with a body containing prompts that specify the 'Invoice' and 'Receipt' names and descriptions.

C.

By sending a PUT request to /api/framework/proiects/{projectld}/classifiers/generative_classifier/classification without any specific classification details in the body of the request.

D.

By sending a POST request to /api/framework/projects/{projectld}/classifiers/generative_classifier/dassification with a body containing prompts that specify the 'Invoice' and 'Receipt' names and a description for their fields.

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Questions 23

Which activity can be used to convert the default taxonomy.json file into a variable for further use?

Options:

A.

UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadTaxonomy

B.

UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadFile

C.

UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadTaxonomyFile

D.

UiPath.IntelligentOCR.Activities.TaxonomyManagement.LoadFileTaxonomy

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Questions 24

Who is responsible for devising a strategy to prioritize processes during the Business Case and Technical Validation phase?

Options:

A.

Project Manager

B.

Solution Architect

C.

Automation Developer

D.

Business Analyst

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Questions 25

What actions can be performed on a pipeline which is in the running state?

Options:

A.

Kill.

B.

Remove and restart.

C.

Kill, remove, and restart.

D.

Remove and kill.

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Questions 26

When should a UiPath Communications Mining taxonomy be imported?

Options:

A.

Before starting the model training.

B.

When new labels must be added to the taxonomy.

C.

As part of the "Increase coverage" phase.

D.

After pruning and reorganizing a taxonomy.

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Questions 27

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

Options:

A.

It prioritizes actions in Action Center based on document classification results, optimizing task management and allocation according to the importance of document classifications.

B.

It initiates the classification process for documents across different platforms, ensuring consistent and accurate document organization and categorization.

C.

It automatically validates classified data without human intervention, expediting document processing by removing the need for manual review and correction.

D.

It suspends the workflow until a specified document validation action is completed, ensuring human review and correction.

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Questions 28

Which Source Control Plugins can be connected at the same time?

Options:

A.

GIT, TFS

B.

GIT, SVN, TFS

C.

GIT, TFS, Azure DevOps

D.

You cannot connect to multiple plugins at the same time.

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Questions 29

A developer needs to create a process for the Human Resources team. During the development, they try to run the workflow containing the following dictionary variable:

UiPath-SAIv1 Question 29

What is the possible cause of the error?

Options:

A.

The assign's set value syntax should be PinMapping["John Doe"].

B.

The "John Doe" key was not present in the dictionary.

C.

The Dictionary was not initialized.

D.

The assign's set value syntax should be PinMapping<"John Doe">.

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Questions 30

What is the recommended split of documents for training and evaluation, considering a total of 15 documents per vendor?

Options:

A.

7 documents for training the model, and 8 for evaluating the model.

B.

8 documents for training the model, and 7 for evaluating the model.

C.

10 documents for training the model, and 5 for evaluating the model.

D.

12 documents for training the model, and 3 for evaluating the model.

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Questions 31

What can be done in the Reports section of the dataset navigation bar in UiPath Communication Mining?

Options:

A.

Train models using unsupervised learning.

B.

View, save, and modify dataset model versions.

C.

Access detailed, queryable charts, statistics, and customizable dashboards.

D.

Monitor model performance and receive recommendations.

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Questions 32

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

Options:

A.

Taxonomy, Document Object Model, Automatic Extraction Results, Document Directory.

B.

Taxonomy, Document Path, Document Object Model, Document Text, Automatic Classification Results.

C.

Taxonomy, Document Path, Document Directory, Document Text, Automatic Extraction Results.

D.

Taxonomy, Document Path, Document Object Model, Document Text.

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Questions 33

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

Options:

A.

Less than 5 minutes.

B.

Between 5 and 10 minutes.

C.

Between 10 and 15 minutes.

D.

More than 15 minutes.

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Questions 34

What are the out-of-the-box model types available in AI Center?

Options:

A.

Pre-trained, custom training, and reviewed.

B.

Custom training, fine-tunable, and reviewed.

C.

Pre-trained, fine-tunable, and reviewed.

D.

Pre-trained, custom training, and fine-tunable.

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Questions 35

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

UiPath-SAIv1 Question 35

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?

Options:

A.

There will be a warning message for Billing Address field regarding the ContalnsNY rule, but the validation can be performed.

B.

There will be a warning message for Billing Address field regarding the ContalnsNY rule, and the validation step will throw the user specified exception.

C.

There will be an error for Billing Address field regarding the ContalnsNY rule, but the validation can be performed.

D.

There will be an error for Billing Address field regarding the ContainsNY rule, and the validation step will throw the user specified exception.

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Questions 36

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

Options:

A.

Ends with

B.

Contains

C.

Possible values

D.

Starts with

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Questions 37

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

Options:

A.

Intelligent Form Extractor, Machine Learning Extractor. Logic Extractor, and Regex Based Extractor.

B.

Full Extractor. Machine Learning Extractor, Intelligent Form Extractor, and Regex Based Extractor.

C.

Form Extractor Incremental Extractor Machine Learning Extractor and Intelligent Form Extractor

D.

Regex Based Extractor. Form Extractor. Intelligent Form Extractor, and Machine Learning Extractor.

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Questions 38

What is the correct order of migrating a dataset from Document Manager to a Modern Project? Instructions: Drag the Description found on the left and drop on the correct Step found on the right.

UiPath-SAIv1 Question 38

Options:

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Questions 39

Which is the correct description of the Configure Extractors Wizard?

Options:

A.

A mandatory step in the extractor configuration that allows choosing which extractors are applied to each field.

B.

A mandatory step in the extractor configuration that allows choosing which extractors are applied to each document type and field.

C.

A mandatory step in the extractor configuration that allows choosing which extractors are applied to each document type.

D.

An optional step in the extractor configuration which allows choosing which extractors are applied to each document type.

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Questions 40

What is the difference in scope between variables and arguments in UiPath?

Options:

A.

Variables can only be used within the main workflow, while arguments can only be used within invoked workflows.

B.

Variables are used for input data, while arguments are used for output data.

C.

Variables have a limited scope within a specific workflow or sequence, while arguments are used to pass data between workflows.

D.

Variables are global and arguments are local.

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Questions 41

Which of the following statements best defines Dashboards in UiPath Communications Mining?

Options:

A.

Dashboards are pre-set visual displays for each dataset that can be modified only by admins.

B.

Dashboards are used for monitoring label and entity performance.

C.

Dashboards are fully customizable pages containing relevant charts and visuals for a specific dataset.

D.

Dashboards are a tool used for monitoring the performance of live communications channel integrations.

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Questions 42

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

Options:

A.

They were trained using the "Search" option extensively.

B.

They were trained using the "Shuffle" option extensively.

C.

They have low recall.

D.

They lack training examples.

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Questions 43

How do you choose the appropriate document processing methodology?

Options:

A.

Based on the text language and the number of pages.

B.

Based on the document structure and data points to be extracted.

C.

Based on the document type and length.

D.

Based on the number of fields to be extracted.

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Questions 44

What information is required when creating a data labeling session?

Options:

A.

Data labeling session name and dataset.

B.

Data labeling name, dataset. and Al Center project.

C.

Dataset and Al Center project.

D.

Data labeling name, language, and number of documents.

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Questions 45

Which activity enables the identification of the document type by using any classifier?

Options:

A.

Digitize Document activity.

B.

Train Classifiers Scope activity.

C.

Present Classification Station activity.

D.

Classify Document Scope activity.

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Questions 46

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

Options:

A.

UiPath CJK (for Chinese. Japanese. Korean).

B.

UiPath Document OCR.

C.

OmniPage.

D.

Tesseract OCR.

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Questions 47

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

Options:

A.

When implementing an attended process.

B.

When testing locally or implementing an attended process.

C.

When testing locally.

D.

When testing locally or implementing an unattended process.

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Questions 48

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

Options:

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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Questions 49

What is the benefit of making an ML Skill public?

Options:

A.

It allows access from outside of the UiPath environment.

B.

It provides additional security measures for the ML Skill.

C.

It enables automatic updates and enhancements to the ML Skill without user intervention.

D.

It allows access from inside of the UiPath environment.

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Questions 50

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

Options:

A.

15

B.

20

C.

25

D.

30

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Questions 51

For what type of documents is it recommended to use the Form Extractor?

Options:

A.

For use cases in which non-variable format documents need to be processed.

B.

For structured or semi-structured documents where the extraction method is based on a set of FlexiCapture definition files.

C.

For structured or semi-structured documents where for certain fields, data is always found in a strict, predictable format and context.

D.

For structured or semi-structured documents in which layouts of different document providers vary greatly.

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Questions 52

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

Options:

A.

It guides you through the completion of model training before starling entity training.

B.

It guides you to focus solely on model refinement.

C.

It guides you right from the moment you create a dataset with the next best action to take to advance your general fields training.

D.

It guides you to start entity training without a dataset.

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Questions 53

What will be the behavior of the process if, during design time, the property ValidateUnconnectedNodes is set to True on a flowchart and a Log Message activity from this flowchart is not connected to any other node?

Options:

A.

The flowchart undergoes successful validation with no errors displayed, but an exception will occur during the workflow's runtime.

B.

The flowchart displays an error indicating that some activities are not connected to the others within the flowchart.

C.

The flowchart will display an error indicating the presence of unconnected activities, but only when validated using the Workflow Analyzer.

D.

A warning message is displayed in the Output section of Studio, indicating the presence of unconnected activities.

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Questions 54

What is the primary advantage of the One Click Extraction feature in UiPath's Document Understanding interface?

Options:

A.

It provides a simplified way to manually create Datasets, Pipelines, and Datasets for document extraction.

B.

It automates the creation of document extractors by automatically creating Datasets, Pipelines, and ML Skills but requires manual creation of Pipelines.

C.

It allows training document extractors without manually creating Datasets, Pipelines, and ML Skills in AI Center.

D.

It allows training document extractors without manually creating Datasets and Pipelines, but you need to manually deploy the ML Skills in AI Center.

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Questions 55

What is one of the main purposes of connecting Robots to Orchestrator?

Options:

A.

To prevent Robots from operating on unsupported applications.

B.

To manage and monitor Robot deployments and executions centrally.

C.

To enable Robots to communicate with other third-party systems.

D.

To provide an alternative development environment to Studio.

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Questions 56

Having the following list of documents:

Invoice1.pdf, Invoice2.raw, Invoice3.gif, Invoice4.jpg, Invoice5.docx

Please choose all the files that can be used in the DocumentPath property of the Classify Document Scope activity.

Options:

A.

Invoice1.pdf, Invoice2.raw, Invoice3.gif, Invoice4.jpg

B.

Invoice1.pdf, Invoice3.gif, Invoice4.jpg

C.

Invoice1.pdf, Invoice4.jpg, Invoice5.docx

D.

Invoice1.pdf, Invoice3.gif, Invoice5.docx

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Questions 57

What is the correct order of uploading a package exported from UiPath AI Center?

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

UiPath-SAIv1 Question 57

Options:

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Questions 58

What information should be filled in when adding an entity label for the OOB (Out Of the Box) labeling template?

Options:

A.

Name. Data Type. Attribute name, and Color.

B.

Name, Data Type. Attribute name. Shortcut, and Color.

C.

Name, Shortcut, and Color.

D.

Name. Input to be labeled. Attribute name. Shortcut, and Color.

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Questions 59

Which of the following scenarios is a good candidate for using Document Understanding Cloud APIs with synchronous calls?

Options:

A.

You need to process documents larger than five pages.

B.

You need real-time interaction and you are only processing documents with maximum five pages.

C.

You need to handle multiple operations simultaneously, allowing for concurrent processing and avoiding idle time.

D.

You have a large dataset that needs long-term processing.

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Questions 60

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.

UiPath-SAIv1 Question 60

Options:

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Questions 61

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

Options:

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.

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.

C.

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.

D.

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.

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Questions 62

What are the available options for Scoring in Document Manager, that apply only to string content type?

Options:

A.

Exact match and Naive string search.

B.

Exact match and Phonetic matching.

C.

Exact match and Levenshtein.

D.

Exact match and Finite state automation-based search.

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Questions 63

What is the function of the Immediate Panel in UiPath Studio during the debugging process?

Options:

A.

Inspecting data at a certain point during debugging by evaluating variables, arguments, or statements.

B.

Modifying the values of variables and arguments at runtime during the debugging process.

C.

Displaying the next activity to be executed and its parent containers when the project is paused in debugging.

D.

Displaying the performance analysis of all the operations, showing the execution time of each activity.

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Exam Code: UiPath-SAIv1
Exam Name: UiPath Certified Professional Specialized AI Professional v1.0
Last Update: Apr 23, 2025
Questions: 211

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