Improve Your Knowledge with UiPath-SAIv1 Exam Dumps

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January 22, 2024

Practicing with UiPath-SAIv1 questions can help you identify areas where you need to improve your knowledge. By answering UiPath-SAIv1 questions and reviewing your responses, you can identify gaps in your understanding and focus your study efforts on those areas. The UiPath-SAIv1 exam has a strict time limit, and you need to manage your time effectively to answer all the questions. Practicing with UiPath UiPath-SAIv1 dumps questions can help you develop time management skills by simulating the exam's time constraints. You'll learn how to pace yourself, manage your time effectively, and ensure that you complete the UiPath-SAIv1 exam within the allotted time. Test UiPath UiPath-SAIv1 exam free dumps below.

Page 1 of 7

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

The extraction confidence and the digitization confidence.

The number of occurrences and the extraction confidence.

The position on the page.

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

2. What happens to your document and the process of pre-labeling when you choose the "Predict" option from the "Predict" dropdown in Document Manager?

It merges the results of the Generative Predict functionality and the results of the prelabeling endpoint (if configured). If the latter is not configured, it uses solely Generative Predict for all fields.

It predicts fields using the Generative Prelabeling for OOTB document types and the pre-labeling endpoint for custom document types.

It predicts fields using only the prelabeling endpoint model configured in the Prelabeling settings, and it does not use Generative Predict.

It predicts all fields using the Generative Predict capability only, ignoring any pre-labeling endpoint that may be configured. If Generative Predict is not available, it will not predict any fields.

3. Under what condition can a project be deleted in UiPath AI Center?

If it does not have any pipeline data.

If it does not have any running pipelines.

If it does not have any deployed packages.

If it does not have any scheduled pipelines.

4. Why is the Shuffle training mode important in the "Explore" phase while working with UiPath Communications Mining?

Because it helps create a balanced model by focusing on outlier labels with sufficient training examples but low confidence.

Because it helps create a balanced model free from labelling bias by introducing random variation into the training data.

Because it creates a high precision model, focusing on labels with low precision and a low number of examples.

Because it creates a new model version with shuffled labels and general fields and lets the user explore to understand the state of the model

5. What is DOM in the context of Document Understanding?

Digitized Object Model is an XML object containing information such as page data, content, and coordinates for every image identified in the file.

Data Object Model is a YAML object containing information such as name, content type, text length, and the number of pages.

Document Object Model is a JSON object containing information such as name, content type, text length, and the number of pages.

Digitize Object Module is an XML object containing information such as mandatory field names, types, and values

6. Which features in Generative Annotation are automatically enabled on datasets in Communication Mining technology?

Taxonomy Uploading

Assisted Labelling

Preview Mode

Sentiment Analysis

7. How should the data be managed after extraction in the UiPath Document Understanding process?

Directly pass the extracted data to other processes via Arguments.

Serialize the data and store it in a storage bucket or similar location.

Store the data temporarily in local folders before processing.

Keep the data only in the queue items without serialization.

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

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.

Improves the extractor accuracy by learning from the classification result.

9. Which UiPath Communications Mining label category is often mapped to a service catalogue?

Products / Systems.

Root causes / Exceptions.

Customer experiences.

Process / Request types.

10. 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

Page 2 of 7

11. 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

12. 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?

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

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

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

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

13. What is the difference between the Document Understanding Process and the Document Understanding Framework?

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.

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.

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.

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.

14. DRAG DROP

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.

15. What is the page unit cost per extracted page for the RegEx Extractor?

0.2

0.5

16. In UiPath Communications Mining, what does the Reports section contain?

Tools for evaluating model performance.

Tools for evaluating label and entity performance.

Tools for comparing different model versions.

Tools for message analytics and monitoring.

17. Which validation checks are performed for ML packages uploaded with the Enable Training option inactive?

Existence of a non-empty root folder, requirements.txt file, and train.py file in the root folder which implements a class Main. The class is further validated to implement an__init_function.

Existence of a non-empty root folder, requlrements.txt file, and main.py file in the root folder which implements a class Main. The class is further validated to implement an__init and a predict function.

Existence of a non-empty root folder, main.py file in the root folder which implements a dass Main. The class is further validated to implement an__init__and a predict function.

Existence of a requirements.txt file, and main.py file which implements a class Main. The class is further validated lo implement an__init__and a predict function.

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

UiPath.IntelligentOC

Activities.TaxonomyManagement.LoadTaxonomy

UiPath.IntelligentOC

Activities.TaxonomyManagement.LoadFile

UiPath.IntelligentOC

Activities.TaxonomyManagement.LoadTaxonomyFile

UiPath.IntelligentOC

Activities.TaxonomyManagement.LoadFileTaxonomy

19. 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.

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

Train models using unsupervised learning.

View, save, and modify dataset model versions.

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

Monitor model performance and receive recommendations.

Page 3 of 7

21. What differentiates UiPath Communications Mining general fields trained from scratch from general fields that are pre-trained?

The trained-from-scratch general fields depend on the model version, while the ones that are pre-trained do not.

The trained-from-scratch general fields have better accuracy, while the pre-trained general fields have a longer training time.

The trained-from-scratch general fields are entirely user-trained, while the ones that are pre-trained are typically based on a set of standard or custom-defined rule

The trained-from-scratch general fields need to be normalized to be used in downstream automation, while the ones that are pre-trained can only be used in dashboards within the platform.

22. How is the Taxonomy component used in the Document Understanding Template?

To define the document types and the pieces of information targeted for data extraction (fields) for each document type.

To apply rigor in the taxonomy of data, ensuring any newly discovered object fits into one and only one category or object.

To organize knowledge by using a controlled vocabulary to make it easier to find related information.

To apply relationship schemas other than parent-child hierarchies, such as network structures on the processed data.

23. What is the definition of Machine Learning?

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.

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

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.

A branch of artificial intelligence that deals with analyzing, understanding, and generating human natural languages. For example, NLP enables computers to hear speech, read text, interpret the text/speech or measure the sentiment.

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

DocumentClassifier

Document

DocumentUnderstanding

DocumentMLPackage

25. What are all the ways to deploy Al Center?

In cloud availability, on-premises air-gapped, on-premises online, hybrid mode (Al Center on-premise + Orchestrator on-premise). and Automation Suite.

In cloud availability, on-premises air-gapped, on-premises online, and hybrid mode {cloud Al Center + Orchestrator on-premise).

In cloud availability, on-premises, hybrid mode (Al Center on-premise + cloud Orchestrator), and Automation Suite.

In cloud availability, on-premises air-gapped, on-premises online, hybrid mode (cloud Al Center + Orchestrator on-premise). and Automation Suite.

26. DRAG DROP

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.

27. If you need to retrieve an item based on a corresponding identifier in UiPath, which collection type would you use?

ArrayOf or System.DataType[] as it stores indexed values

System.Collections.Generic.Dictionary as it stores key-value pairs

System.Collections.Generic.Dictionary as it stores indexed values

System.Collections.Generic.List as it stores ordered values

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

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.

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.

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.

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.

29. Which scenario would be best accomplished using unattended automation?

Running reports and sending them via email to stakeholders overnight.

Generating invoices that require manual approval before issuing.

Providing on-demand assistance to users for specific activities.

Resolving customer queries with real-time input from support agents.

30. What is the definition of Deep Learning?

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.

Page 4 of 7

31. Which of the below is the correct definition of "recall" in UiPath Communications Mining?

For a given concept what % of cases will the model incorrectly predict.

For a given concept, what % of cases will the model not detect.

For a given concept what % of cases will the model correctly predict.

For a given concept, what % of cases will the model detect.

32. Why should using the Search feature be limited when training in UiPath Communications Mining?

It could increase model coverage.

It could increase model bias.

It could decrease model coverage.

It could decrease model bias.

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

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

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

Download to Excel and Export All.

Export to Al Center, Export All. and Download.

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

Kill.

Remove and restart.

Kill, remove, and restart.

Remove and kill.

35. What does the Automation Suite installer enable?

Enables the deployment, management, and improvement of ML models on UiPath Automation Cloud, and requires no infrastructure and no maintenance.

Enables the deployment, management, and improvement of ML models locally, and requires manual download of all the resources and then loading them into the node.

Enables the deployment of the full UiPath Automation Platform in the environment of choice and contains everything in one package that can be deployed in multi-node mode with automatic scaling and built-in H

monitor, configure, and upgrade.

Enables the deployment, management, and improvement of ML models locally with easy installation due to the automatic retrieval of the installer and associated artifacts from the internet.

36. Which of the following business processes is the most suitable for automation?

Suggesting key financial client's concern over changes to the stock market.

Setting goals and objectives for a company.

Scheduling and sending patient reminders in a healthcare center.

Creating a presentation using various sources based on different topics.

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

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

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

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

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

38. Which UiPath Studio activity creates a Data Labeling Action in UiPath Action Center?

Create Document Labeling Action activity

Create Labeling Task activity

Create Labeling Action activity

Create External Task activity

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

Natural Language Processing (NLP)

Virtual Reality.

Cloud Computing.

Robotic Process Automation

40. What new capability has been introduced for processing unstructured documents in the 2023.10 release?

Real-time document translation.

Only using pre-trained extraction models.

Manual classification of document types.

Generative capabilities for classifying various document types.

Page 5 of 7

41. What is Document Understanding?

A solution for combining different approaches to extract information from workflows.

A solution that offers the ability to digitize, extract, validate, and train data from documents.

A solution for the processing of Excel files for extracting data tables.

A solution for combining different approaches to extract entities from Word documents such as contracts and agreements.

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

To fully review and correctly tag the model version, regardless if it's "Live" or "Staging".

To use the bulk label functionality, a helpful tool to quickly train the model when searching for specific terms.

To provide each label/entity in a taxonomy with enough training examples so the model can make accurate predictions at scale.

To review the clusters of similar communications from a data set that unsupervised learning automatically found.

43. 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 Document Path property of the Classify Document Scope activity.

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

Invoice1.pdf, Invoice3.gif, Invoice4.jpg

Invoice1.pdf, Invoice4.jpg, Invoice5.docx

Invoice1.pdf, Invoice3.gif, Invoice5.docx

44. What is the recommended number of documents per vendor to train the initial dataset?

45. When a parent label is deleted in UiPath Communications Mining, what happens to the training data tor that label?

The parent label and any child labels to that parent label are removed from any reviewed messages, any messages with updated annotations are flagged for review.

The parent label and any child labels to that parent label are removed from any reviewed messages.

The parent label is removed from any reviewed messages but the child labels to that parent label remain.

The parent label is removed from any reviewed messages, messages with any child labels to that parent label are flagged for review.

46. 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.

47. Which are all the options for managing ML Skills?

ML skills can be created, stopped, redeployed, updated to a new package version, rolled back to a previous package version, modified to use or not use GP

modified to use or not use Al units, made public or private, or deleted.

ML skills can be created, stopped, redeployed, updated to a new package version, rolled back to a previous package version, made public or private, or deleted.

ML skills can be created, stopped, redeployed, updated to a new package version, rolled back to a previous package version, modified to use or not use GP

made public or private, or deleted.

ML skills can be created, updated to a new package version, rolled back to a previous package version, modified to use or not use GP

made public or private, or deleted.

48. What is the purpose of the generative classifier?

To classify documents using AI Center out-of-the-box generative models.

To classify documents using generative OC

To classify documents using generative models.

To classify documents using a combination of generative and specialized models.

49. Which of the following functionalities does UiPath Assistant provide?

Analyzing processes to determine optimal automation solutions.

Developing automation workflows in UiPath Studio.

Running, managing, and organizing automation workflows on the user's machine.

Scheduling and monitoring robot processes in Orchestrator.

50. What is the role of the Taxonomy Manager?

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

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

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.

Page 6 of 7

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

A model rating of 30-40.

A model rating of 40-50.

A model rating of 50-60.

A model rating of 70-90 or better.

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

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

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

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

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

53. What are the available options for Scoring in Document Manager, that apply to string fields only?

Exact match and Auto.

Exact match and First span.

Exact match and Native string search.

Exact match and Levenshtein.

54. Which of the following data structures in a UiPath workflow allow dynamic resizing, making it suitable for scenarios where the number of elements is not predetermined?

Integer

Tuple

List

Array

55. What is one best practice when designing a UiPath Communications Mining label taxonomy?

Each label should be identifiable from the text of the individual verbatim (not thread) to which it will be applied.

Each label should include customer experience/sentiment analysis in its coverage.

Each parent label should have at least 3 children labels to ensure specificity.

Each label should overlap sliqhtlv with a few distinct others so we ensure 100% coveraqe.

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

Data Scientist.

Administrator.

RPA Developer. D Process Controller

57. 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.

58. How does UiPath Document Understanding handle structured documents with fixed formats?

It requires manual data entry, as structured documents cannot be processed automatically.

It relies on AI models for natural language processing.

It uses optical character recognition (OCR) to extract text from the documents.

It leverages predefined templates for accurate data extraction.

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. Which of the following is true when creating an ML Package in UiPath Al Center?

The package name cannot use any Python reserved keywords.

The package name cannot contain any spaces or hyphens.

The package name cannot exceed 10 characters in length.

The package name cannot include any special characters such as "@", "S", or "#".

Page 7 of 7

61. What activity from the Microsoft 365 package should be used to share a SharePoint file URL with specific permissions to a specific user?

Upload File

Share URL Link

Get File-Folder

Share File/Folder

62. What does the darker shading of a label prediction represent in Explore in UiPath Communications Mining?

An incorrect prediction.

A lower confidence score.

Multiple label predictions.

A higher confidence score.

63. 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.

64. What is the default visibility of an ML skill?

An ML skill is by default public and can be made private.

An ML skill is by default private and can be made public.

An ML skill is by default public and can't be made private.

An ML skill is by default private and can't be made public.

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