UiPath-SAIAv1 UiPath Specialized AI Associate Exam Free Dumps

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If you are planning to earn UiPath Certified Professional Specialized AI Associate certification, you need to take and pass UiPath-SAIAv1 exam. The exam contains Multiple choice, Drag-and-Drop, and you have 90 minutes to answer all the questions. The required passing score is 70%. The exam price is $150. We provide the latest UiPath Specialized AI Associate UiPath-SAIAv1 exam dumps, which can ensure you pass the test easily. Free UiPath Specialized AI Associate UiPath-SAIAv1 exam dumps are available below.

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1. What functionality does the Step Out action offer when a developer is reviewing a process during debugging?

Re-executes the activity which threw an exception.

Executes activities in the current container and then pauses the execution.

Executes only one activity at a time and then pauses the execution.

Steps out and stops current execution.

2. To determine the number of characters scraped from a website in an "ExtractedText" String variable, excluding leading and trailing white-space characters, what should a developer use?

ExtractedText.Trim.Chars

ExtractedText.Length

ExtractedText.Trim.Length

ExtractedText.Chars

3. When training labels and general fields in UiPath Communications Mining, what is the recommended approach to training efficiency?

Focus on labels, and general fields will be trained automatically.

Train both labels and general fields at the same time.

Train only general fields for faster results.

Train general fields first, then labels.

4. A developer configured the UI Automation Project Settings and the Properties of a Click activity as shown in the following exhibits:

If the target element is not found during execution in Run mode, how long will it take until an error is thrown (based on default project settings)?

0.15

0.2

5. What is OCR (Optical Character Recognition)?

OCR is a document classification method.

OCR is a method that reads text from images, recognizing each character and its position.

OCR is a platform that enables you to do text-to-speech and speech-to-text.

OCR is a tool used to interpret information extracted from documents.

6. Which of the following is a type of communication that is typically interpreted by UiPath Communications Mining?

Scanned letters

Shared email inboxes

Call data in real-time

Real-time chat data

7. What are the main components of a digital business process?

Inputs, Process flows, Assignees, Outputs

Inputs, Process flows, Outputs

Inputs, Source applications, Assignees

Inputs, Process flows, Source applications, Outputs

8. Can a custom-built extractor be used in the Data Extraction Scope activity?

Yes, by referencing UiPath.Documentprocessing.Contracts in the custom-built implementation.

No, only out-of-the-box extractors can be used.

Yes, by creating a new extractor that implements Form Extractor or Regex Based Extractor in the custom-built implementation.

Yes, by using Coded Workflows.

9. What is the main difference between an array and a list in UiPath?

An array is a fixed-size collection of elements of the same type while a list is a dynamic-sized collection of elements of different types.

An array is a fixed-size collection of elements of different types while a list is a dynamic-sized collection of elements of the same type.

An array is a dynamic-sized collection of elements of the same type while a list is a fixed-size collection of elements of the same type.

An array is a fixed-size collection of elements of the same type while a list is a dynamic-sized collection of elements of the same type.

10. What is a recommended approach for increasing response accuracy when asking the Generative Extractor a question?

Specify an output format to standardize the response.

Combine arithmetic operations with the question to create a better context.

Combine complex if-then-else type logic questions to create a better context.

Request confidence levels for predictions.

Page 2 of 8

11. Which activity is used to validate and correct automatic classification outputs?

Present Validation Station activity

Digitize Document activity

Classify Document activity

Present Classification Station activity

12. What type of variable is used to store information about a duration in UiPath?

String

System.DateTime

Integer

System.TimeSpan

13. Given the following variable assignments:

outputX = If(CInt(doubleX + CDbl(intX) + CDbl(stringX)) > 38.30, 1, 0)

What will be the output of the conditional?

Compilation Error

Error During Runtime

14. What is the primary objective of the UiPath Document Understanding (DU) process template?

To provide a platform for file storage and organization.

To facilitate manual data entry tasks.

To streamline the process of file digitization and data extraction from various document types.

To automate the validation of extracted data.

15. Why is it important to understand the potential value UiPath Communications Mining can enable prior to training?

To forecast the number of trainers that are required to achieve an excellent performing model.

To ensure the objectives are focused on delivering targeted value and the model's taxonomy is aligned to value realization.

To calculate the potential reduction in data storage costs due to model training.

To estimate the amount of time required to build an excellent performing model.

16. Which filter option should be used for the For Each File in Folder activity to iterate between all the Microsoft Word documents in a local folder?

*.doc*

*.doc, *docx

*.doc

Microsoft Word

17. A developer intends to incorporate a Flow Switch activity within a Flowchart.

What is a characteristic of this activity?

The Flow Switch activity is designed solely for usage in sequence workflows.

Default cases can be numbered.

Two default cases can be assigned in the Default section.

The default TypeArgument property for the Flow Switch activity is set to Int32.

18. For which version(s) from Out-of-the-Box ML Packages minor versions is the download functionality available?

Version 0 only

Version 0 and above

Version 1 only

Version 1 and above

19. In a UiPath Studio project, what is the broadest scope a variable can have?

Global, available in the entire project.

Within the surrounding "Do" or "Body" sequence.

Within the activity in which it is defined.

Outermost workflow component in the current .xaml project file.

20. What does the Document Classification step do?

Identifies what type of document the robot is currently processing.

Presents a document processing-specific user interface for validating and correcting automatic classification outputs.

Empowers the closing of the feedback loop to any classification algorithm capable of learning.

Retrieves the text from any PDF or image, using, only if necessary, the OCR engine.

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21. When is it recommended to use an ML (Machine Learning) model solution?

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

For fixed-layout documents for data extraction, including handwriting recognition and signature detection.

For simple use cases in which data is always found in a strict, predictable format and context.

When documents have little to no variation in the document layouts.

22. What additional property does the ML Extractor have compared to the other types of extractors?

Timeout

Endpoint

ApiKey

ML Skill

23. What is a characteristic of an Orchestrator Asset?

All values from any Asset type are encrypted.

Asset types can be modified after the asset is created.

Asset values can be specified for each user.

Assets can store complete DataTable variables.

24. What does the Train stage of the Document Understanding Framework do?

Improves the extractor accuracy by learning from the classification result.

Allows the model to learn from human-validated data.

Allows the extractor to improve its prediction over time by using better OCR (Optical Character Recognition) engines.

Allows a human to validate and correct the extracted data.

25. What is the purpose of the One Click Classification feature in the UiPath Document Understanding interface?

It allows users to bypass the need for manually creating Datasets, Pipelines, and ML Skills in AI Center and enables training document classifiers directly within Document Understanding.

It is a pre-trained Machine Learning model that helps you classify documents by providing a prompt.

It enables you to directly edit and alter the underlying code of the ML models used for classification, giving the users unprecedented control over the machine learning process in Document Understanding.

It enables users to manually create Datasets, Pipelines, and ML Skills in Document Understanding itself.

26. What will be the outcome when executing a Try Catch activity with a sequence placed within the Try section and no Catches section present?

The sequence will result in a runtime error.

Process execution will terminate only if the sequence throws an exception.

Due to a validation error, the workflow will not execute.

In case of an exception, a System Exception will be caught by default.

27. What are the characteristics of the AI Center platform?

Allows human intervention for validating the classification results or the extraction results from different documents.

Enables the creation of ML packages and allows their consumption within RPA workflows.

Allows the deployment, management and improvement of ML models and their consumption within RPA workflows in Studio.

Permits the creation of ML models, their improvement and their consumption within RPA workflows in Studio.

28. Which property of the Get Outlook Mail Messages activity allows you to specify the number of messages to be retrieved and the order in which they are retrieved?

OrderByDate

Filter

Top

MailFolder

29. What is the role of connections in the UiPath Integration Service?

Connections establish tasks and exchanges between users and external applications using the authentication process of the III automation provider.

Connections establish tasks and exchanges based on a connector’s compatibility with the external application.

Connections establish tasks and exchanges between users and external applications using the authentication process of the API provider.

Connections establish tasks and exchanges between users and external applications using the server-side triggers.

30. In the case of accidentally starting a process from UiPath Assistant, where should the user manually terminate the execution?

By closing the UiPath Assistant application.

From the "Home” tab and locate the running process associated with the execution.

From the "Jobs" tab in UiPath Assistant.

By terminating the UiPath Robot service from the Task Manager.

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31. In UiPath Communications Mining, which phase is the starting point of the model training process, where similar intents and conversation themes are grouped?

Refine

Explore

Discover

Setup

32. When designing a taxonomy in UiPath Communications Mining, what is the similarity between labels and general fields?

They can be pre-trained or trained from scratch.

They are structured in hierarchies to add levels of specificity.

They are always assigned at the message level.

They are entirely rule-based and follow a particular format.

33. When using UiPath Studio's publishing options, which location(s) can automation projects be published to?

Orchestrator, Locally, and Git repository.

Orchestrator, Locally, and SharePoint.

Orchestrator, Locally, and Custom NuGet feed.

Custom NuGet feed, Cloud-based storage, and SharePoint.

34. A developer utilized the Add Data Row activity to insert a row into a data table called "dt_Reports". However, during runtime, UiPath Studio encounters an exception, "Add Data Row: Object reference not set to an instance of an object," because the data table has not been initialized.

To rectify this issue, what should the developer include in an Assign before the Add Data Row activity?

Assign dt_Reports = New System.Data.DataRow

Assign dt_Reports = New System.Data.DataTable

Assign dt_Reports = New List(Of DataRow)

Assign New System.Data.DataTable = dt_Reports

35. What is a function of unattended robots?

Unattended robots can run independently without human interaction.

Unattended robots can only work if they are not connected to Orchestrator.

Unattended robots must be triggered manually.

Unattended robots only run on a workstation operated by a human.

36. Which component from the image answers the question “Is the extracted information correct?”

Classify

Validate (Extract)

Train (Extract)

Extract

37. Which is the most suitable extractor for extracting data from invoices from different customers?

The Intelligent Form Extractor

The Form Extractor

The Regex Based Extractor

The Machine Learning Extractor

38. In UiPath Studio, when a developer executes a workflow in Debug mode and the process stops at a breakpoint, which panel enables the developer to assign values to variables prior to resuming the process?

Immediate Panel and Watch Panel

Locals Panel and Watch Panel

Locals Panel and Immediate Panel

Watch Panel and Breakpoint Panel

39. Which of the following are the two key categories that use cases for UiPath Communications Mining typically fall into?

Research and Development

Communication and Collaboration

Customer Support and Marketing

Analytics and Automation

40. While creating a process automation pipeline, what process attribute should be avoided to ensure there are minimal or no automation maintenance requirements?

The process requires exception handling

High process run time

The process is prone to human error

Frequent business logic change

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41. DRAG DROP

What is the order of the steps needed to create a new Document Type using all the organization levels in the Taxonomy?

Instructions: Drag the Description found on the left and drop on the correct Step found on the right.

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

When implementing an attended process.

When testing locally or implementing an attended process.

When testing locally.

When testing locally or implementing an unattended process.

43. What components are part of the Document Understanding Process template?

Import. Classification. Text Extractor, and Data Validation.

Load Document. Categorization. Data Extraction, and Validation.

Load Taxonomy, Digitization. Classification, Data Extraction, and Data Validation Export.

Load Taxonomy, Digitization. Categorization. Data Validation, and Export.

44. What is the Document Object Model (DOM) in the context of Document Understanding?

The DOM is a JSON object containing information such as name, content type, text length, number of pages, page rotation, detected language, content, and coordinates for the words identified in the file.

The DOM is a built-in artificial intelligence system that automatically understands and interprets the content and the type of documents, eliminating the need for manual data extraction.

The DOM is a feature that allows you to convert physical documents into virtual objects that can be manipulated using programming code.

The DOM is a graphical user interface (GUI) tool in UiPath Document Understanding that provides visual representations of documents, making it easier for users to navigate and interact with the content.

45. DRAG DROP

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.

46. For an analytics use case, what are the recommended minimum model performance requirements in UiPath Communications Mining?

Model Ratings of "Good" or better and individual performance factors rated as "Good" or better.

Model Ratings of "Good" and individual performance factors rated as "Excellent".

Model Ratings of "Excellent" and individual performance factors rated as "Good" or better.

Model Ratings of "Excellent" and individual performance factors rated as "Excellent".

47. DRAG DROP

What is the correct order of recommended steps when introducing new labels into a mature taxonomy?

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

48. What do entities represent in UiPath Communications Mining?

Structured data points.

Concepts, themes, and intents.

Thread properties.

Metadata properties.

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

Network Attached Storage and Orchestrator Bucket.

Locally, Temp Folder, Network Attached Storage, and Orchestrator Bucket.

Orchestrator Bucket and Queue Item.

On a VM, Orchestrator Bucket, and Network Attached Storage.

50. 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?

Use the "Rebalance" training mode to pin the label to more communications.

Use the 'Teach" training mode to pin the label to more communications.

Use the "Low confidence" training mode to pin the label to more communications.

Use the "Search" feature to pin the label to more communications.

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51. 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.

52. Which of the following are unstructured documents?

Invoices, receipts, purchase orders, and medical bills.

Banking forms, tax forms, surveys, and identity cards.

Contracts, emails, banking forms, and tax forms.

Contracts, agreements, and emails.

53. When creating a training dataset, what is the recommended number of samples for the Classification fields?

5-10 document samples from each class.

10-20 document samples from each class.

20-50 document samples from each class.

50-200 document samples from each class.

54. What is one of the purposes of the Config file in the UiPath Document Understanding Template?

It contains the configuration settings for the UiPath Robot and Orchestrator integration.

It stores the API keys and authentication credentials for accessing external services.

It specifies the output file path and format for the processed documents.

It defines the input document types and formats supported by the template.

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

.bmp, .pdf, .jpe, .psd

.png, .gif, .jpe, .tiff

.pdf, .jpeg, .raw, tif

.jpe, .eps, .jpg, .tiff

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

Model-based data extraction.

Hybrid data extraction.

Manual data extraction.

Rule-based data extraction.

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

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

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

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

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

58. Can you use Queues in the Document Understanding Process?

The Document Understanding Process can't use Queues because items waiting for Human Validation for more than 10 days will be marked as Abandoned.

The Document Understanding Process can use Queues but the Auto Retry Functionality should be disabled.

The Document Understanding Process can use Queues but the Auto Retry Functionality should be enabled.

The Document Understanding Process can't use Queues because items waiting for Human Validation for more than 24h will be marked as Abandoned.

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

Less than 5 minutes.

Between 5 and 10 minutes.

Between 10 and 15 minutes.

More than 15 minutes.

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

type?

Exact match and Naive string search.

Exact match and Phonetic matching.

Exact match and Levenshtein.

Exact match and Finite state automation-based search.

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61. What is the name of the web application that allows users to prepare, review, and make corrections to datasets required for Machine Learning models?

Document Manager.

Digitization.

Data Manager.

ML Extractor.

62. What does the following expression do?

subTotalAdditions.Select(Function(field) CDec(documentFields(field))).ToList.Sum() + subtotal

Sums up subtotal fields from the config file converted to CDec with the subtotal.

Sums up all the line amounts and converts the fields to CDec.

Sums up all the line amounts converted to CDec and the subtotal

Sums up the subtotal to the total variable by converting it to CDec

63. What additional information can be included in the exported data, apart from the extraction results?

The number of occurrences and the extraction confidence.

The page number from which the field was extracted and the exact position on the page.

The extraction confidence and the digitization confidence.

The position on the page.

64. Which technology enables UiPath Communications Mining to analyze and enable action on messages?

Natural Language Processing (NLP)

Virtual Reality.

Cloud Computing.

Robotic Process Automation

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

They were trained using the "Search" option extensively.

They were trained using the "Shuffle" option extensively.

They have low recall.

They lack training examples.

66. What happens when multiple users try to label the same document concurrently?

The changes made by one user override the changes made by others.

The changes made by all users are saved successfully.

Concurrent labeling is not allowed.

A warning message is displayed to the other user(s) indicating unsuccessful changes.

67. Which environment variable is relevant for Evaluation pipelines?

eval.enable_ocr

eval.redo_ocr

eval.enable_qpu

eval.use_cuda

68. What is supervised learning?

Supervised 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).

Supervised 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.

Supervised 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.

Supervised 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 noteachers.

69. Which of the following OCR (Optical Character Recognition) engines is not free of charge?

Tesseract.

Microsoft Azure OC

OmniPaqe.

Microsoft OC

70. What is the purpose of the End Process in the Document Understanding Process?

The purpose of the End Process in the Document Understanding Process is to generate a summary report of the processing statistics and performance metrics.

End Process sets the queue transaction status as Successful in case of no exception, and as Failed in case of an exception with their corresponding Business or System Exception, and the post processing/cleaning if required.

End Process in the Document Understanding Process silently shuts down the Virtual Machine so that another robot can use it.

End Process is a feature in the Document Understanding Process that exports the extracted data into a readable document format.

Page 8 of 8

71. What is the definition of Deep Learning?

A sub-field of artificial intelligence that enables systems to learn from data. Systems learn from previous experience and information to deduce and predict future information. To do this they use algorithms that learn to perform a specific task without being explicitly programmed.

The theory and development of computer systems that are able to perform tasks that normally require human intelligence and decision making.

A field of artificial intelligence that enables computers to gain high-level understanding from digital images or videos. If AI is the brain, then this is the eye that enables the computer to observe and understand. It works the same as the human eye.

An area of machine learning concerned with artificial neural networks. These are a series of algorithms that aim to recognize relationships in a set of data through a process that mimics biological neural networks.

72. What can the Custom Named Entity Recognition out-of-the-box model be used for?

Understand sentiment in product reviews, customer surveys, social media posts, and emails.

Classify text in resumes, emails, web pages, and other formats.

Relate customer questions to FAQ documents and automatically pull responses from these documents.

Extract and classify text in emails, letters, web pages, research papers, and call transcripts.

73. 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?

Hybrid data extraction.

Rule-based data extraction.

Model-based data extraction.

Manual data extraction.

74. What are the mandatory activities to be included in an automation workflow to allow a remote knowledge worker to pick up an action that validates the extracted data in the form of a Document Validation Action?

Present Validation Station, Wait for Document Validation Action and Resume.

Orchestration Process Activities.

Document Understanding Process Activities.

Create Document Validation Action, Wait for Document Validation Action and Resume.

75. What is the role of the Taxonomy Manager?

To select which extractors are trained for each document type and field.

To create and edit a Taxonomy file specific to the current automation project.

To select the type of ML that can be used in the project.

To present a document processing specific user interface for validating and correcting automatic classification outputs.

UiPath-SAIAv1 UiPath Specialized AI Associate Exam Free Dumps

UiPath-SAIAv1 UiPath Specialized AI Associate Exam Free Dumps

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