UiPath Specialized AI Associate Exam (2023.10) - UiPath-SAIAv1 Exam Practice Test

Question 1

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

A. Analyzing customer satisfaction survey responses. B. Monitoring "Quality of Service" in an operations-focused shared mailbox in a B2B organization. C. Analyzing customer complaints in a B2C organization. D. Analyzing employee engagement survey responses.

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Correct Answer: B Vote an answer

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Question 2

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

A. Classify Document Scope activity. B. Present Classification Station activity. C. Train Classifiers Scope activity. D. Digitize Document activity.

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Correct Answer: A Vote an answer

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Question 3

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

A. 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. B. The parent label is removed from any reviewed messages but the child labels to that parent label remain. C. The parent label and any child labels to that parent label are removed from any reviewed messages. D. The parent label is removed from any reviewed messages, messages with any child labels to that parent label are flagged for review.

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Correct Answer: A Vote an answer

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Question 4

As a best practice, who should perform the data labeling?

A. Automation RPA Developers. B. Data Scientists. C. Business Analysts. D. Subject Matter Experts.

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Correct Answer: D Vote an answer

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Question 5

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

A. Exact match and Levenshtein. B. Exact match and Naive string search. C. Exact match and Phonetic matching. D. Exact match and Finite state automation-based search.

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Correct Answer: A Vote an answer

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Question 6

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

A. To apply relationship schemas other than parent-child hierarchies, such as network structures on the processed data. B. To define the document types and the pieces of information targeted for data extraction (fields) for each document type. C. To apply rigor in the taxonomy of data, ensuring any newly discovered object fits into one and only one category or object. D. To organize knowledge by using a controlled vocabulary to make it easier to find related information.

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Correct Answer: B Vote an answer

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Question 7

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

A. Mean Average Precision. B. Number of annotations. C. Volume of data uploaded. D. Number of labels.

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Correct Answer: A Vote an answer

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Question 8

What is the definition of Deep Learning?

A. 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. B. 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 mimicsbiological neural networks. C. 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. D. The theory and development of computer systems that are able to perform tasks that normally require human intelligence and decision making.

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Correct Answer: B Vote an answer

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Question 9

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

A. To enable Robots to communicate with other third-party systems. B. To provide an alternative development environment to Studio. C. To manage and monitor Robot deployments and executions centrally. D. To prevent Robots from operating on unsupported applications.

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Correct Answer: C Vote an answer

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Question 10

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

A. It could decrease model coverage. B. It could increase model bias. C. It could decrease model bias. D. It could increase model coverage.

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Correct Answer: B Vote an answer

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Question 11

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

A. Rule-based and model-based data extraction. B. Rule-based and hybrid data extraction. C. Manual and model-based data extraction. D. Hybrid and manual data extraction.

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Correct Answer: A Vote an answer

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Question 12

Which of the following is a main feature of the Manage Packages feature in UiPath Studio?

A. Automatically updating all packages in a project to their latest versions. B. Managing package dependencies exclusively for attended automation projects. C. Disabling previously installed packages without uninstalling them. D. Installing, uninstalling, and updating activity packages in a project.

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Correct Answer: D Vote an answer

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Question 13

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

A. Focus on labels, and general fields will be trained automatically. B. Train only general fields for faster results. C. Train both labels and general fields at the same time. D. Train general fields first, then labels.

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Correct Answer: C Vote an answer

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Question 14

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

A. Store the data temporarily in local folders before processing. B. Keep the data only in the queue items without serialization. C. Directly pass the extracted data to other processes via Arguments. D. Serialize the data and store it in a storage bucket or similar location.

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Correct Answer: D Vote an answer

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Question 15

What does the Automation Suite installer enable?

A. 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. B. 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. C. 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 HA. monitor, configure, and upgrade. D. Enables the deployment, management, and improvement of ML models on UiPath Automation Cloud, and requires no infrastructure and no maintenance.

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Correct Answer: C Vote an answer

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Question 16

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

A. Manual classification of document types. B. Real-time document translation. C. Only using pre-trained extraction models. D. Generative capabilities for classifying various document types.

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Correct Answer: D Vote an answer

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Question 17

What is the definition of Machine Learning?

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

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Correct Answer: B Vote an answer

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Question 18

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

A. Exact match and Levenshtein. B. Exact match and Native string search. C. Exact match and First span. D. Exact match and Auto.

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Correct Answer: A Vote an answer

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Question 19

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

A. Taxonomy, Document Path, Document Object Model, Document Text, Automatic Classification Results. B. Taxonomy, Document Path, Document Directory, Document Text, Automatic Extraction Results. C. Taxonomy, Document Path, Document Object Model, Document Text. D. Taxonomy, Document Object Model, Automatic Extraction Results, Document Directory.

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Correct Answer: C Vote an answer

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Question 20

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

A. Variables Panel B. Manage Packages C. Activities Panel D. Outline Panel

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Correct Answer: B Vote an answer

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