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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q200-Q205):

NEW QUESTION # 200
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.

Answer:

Explanation:
| Step | Description |
| ---- | -------------------------------------------------------------------------------------- |
| 1 | Click "Taxonomy Manager" in the Studio Design ribbon then click Taxonomy. |
| 2 | Create a Category by clicking "+ Category" and then click the created Category. |
| 3 | Create a Group by clicking "+ Group" and then click the created Group. |
| 4 | Create a Document Type by clicking "+ Document Type" and then click the Document Type. | To define a document structure that theDocument Understanding frameworkcan classify and extract from, the following hierarchical structure must be created in theTaxonomy Manager:
* Taxonomy Manager- Launch from theDesign ribbonin Studio.
* Category- Top-level classification (e.g., Financial, HR, Legal).
* Group- Sub-division under a category (e.g., Invoices, Contracts).
* Document Type- Specific type of document (e.g., Vendor Invoice, NDA).
This structure is required for theClassify Document Scopeactivity to function properly.
#UiPath Documentation Reference:
* Taxonomy Manager - UiPath DU
* Document Types and Categories

NEW QUESTION # 201
What are the three types of classifier trainers available in packages UiPath.lntelligentOCR.Activities and UiPath.DocumentUnderstanding.ML.Activities?

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

Answer: A

Explanation:
UiPath provides three types of classifier trainers to optimize document classification: Keyword Based Classifier Trainer, Intelligent Keyword Classifier Trainer, and Machine Learning Classifier Trainer. These trainers are used to teach the system how to categorize documents based on keywords, intelligent learning patterns, or machine learning techniques for more complex classifications.(Source: UiPath Classifier Trainer documentation

NEW QUESTION # 202
Which of the following is a best practice when choosing a UiPath ML (Machine Learning) Extractor?

A. The popularity of the ML Extractor among other UiPath users should be the primary factor. Opt for the ML Extractor that has the highest number of downloads or positive reviews.
B. The size of the ML Extractor is the most important factor to consider. 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.
C. The cost of the ML Extractor should be the main consideration. Select the ML Extractor that offers the lowest price, regardless of its performance or suitability for the specific document understanding needs.
D. Consider the document types, language, and data quality. It is important to select one that is specifically trained or optimized for the document types being processed. It is also important to takeinto account the quality and diversity of the training data used to train the ML Extractor to ensure accurate and reliable extraction results.

Answer: D

Explanation:
The best practice is to select an ML Extractor based on document types, language, and data quality. Choosing a model specifically optimized for the type of document being processed ensures higher accuracy and reliability. The quality and diversity of the training data used to develop the model play a significant role in its performance.
Reference: UiPath ML Extractors

NEW QUESTION # 203
How should the data be managed after extraction in the UiPath Document Understanding process?

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

Answer: C

Explanation:
After the data is extracted using the UiPath Document Understanding framework, it is crucial to handle the data securely and efficiently for further use in other processes or storage. Serialization is often used to convert the extracted data into a format suitable for storage or transmission. By serializing the data, it can be stored in storage buckets (such as cloud storage or a database) and accessed later as needed for subsequent processing.
This approach ensures that data is preserved, secure, and available for other workflows or automations.
(Source: UiPath Document Understanding Documentation).

NEW QUESTION # 204
What is the purpose of the One Click Classification feature in the UiPath Document Understanding interface?

A. 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.
B. It is a pre-trained Machine Learning model that helps you classify documents by providing a prompt.
C. It enables users to manually create Datasets, Pipelines, and ML Skills in Document Understanding itself.
D. 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.

Answer: A

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
One Click Classificationstreamlines the training process by eliminating the need to manually create AI Center components like datasets and pipelines. It enables users totrain custom document classification modelsentirely within the Document Understanding interface in Studio or Orchestrator.
* This feature is especially helpful for business users or developers new to AI Center.
* UiPath Documentation Reference:One Click Training - Document Understanding

NEW QUESTION # 205
......

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