HOT UIPATH-SAIAV1 SPOT QUESTIONS | UIPATH-SAIAV1 VALID EXAM CAMP PDF

Hot UiPath-SAIAv1 Spot Questions | UiPath-SAIAv1 Valid Exam Camp Pdf

Hot UiPath-SAIAv1 Spot Questions | UiPath-SAIAv1 Valid Exam Camp Pdf

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UiPath-SAIAv1 Web-based Practice Exam

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UiPath Specialized AI Associate Exam (2023.10) Sample Questions (Q230-Q235):

NEW QUESTION # 230
What is the definition of Deep Learning?

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

Answer: B

Explanation:
Deep learning is a subset of machine learning that uses multiple layers of artificial neural networks to learn from data and perform complex tasks. The term "deep" refers to the number of layers in the network, which can range from a few to hundreds or even thousands. Each layer consists of a set of nodes that perform mathematical operations on the input data and pass the output to the next layer. The network learns by adjusting the weights of the connections between the nodes based on the feedback from the desired output.
Deep learning can handle various types of data, such as images, text, speech, or video, and can automatically extract features and patterns from them without human intervention. Deep learning is behind many applications of artificial intelligence, such as computer vision, natural language processing, speech recognition, and generative models123.
References: 1: What is Deep Learning? | IBM 2: What Is Deep Learning? Definition, Examples, and Careers | Coursera 3: Deep learning - Wikipedia


NEW QUESTION # 231
What can be done in the Reports section of the dataset navigation bar in UiPath Communication Mining?

  • A. View, save, and modify dataset model versions.
  • B. Train models using unsupervised learning.
  • C. Monitor model performance and receive recommendations.
  • D. Access detailed, queryable charts, statistics, and customizable dashboards.

Answer: D

Explanation:
Reference: UiPath Communication Mining Reports


NEW QUESTION # 232
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?

  • A. Use the "Low confidence" training mode to pin the label to more communications.
  • B. Use the 'Teach" training mode to pin the label to more communications.
  • C. Use the "Search" feature to pin the label to more communications.
  • D. Use the "Rebalance" training mode to pin the label to more communications.

Answer: B

Explanation:
According to the UiPath documentation, the 'Teach' training mode is used to improve the model's predictions for a specific label by pinning it to more communications that match the label's criteria. This helps the model learn from more examples and increase its confidence and accuracy. The 'Teach' mode also allows you to unpin the label from communications that do not match it, which helps the model avoid false positives. The other training modes are not as effective for this purpose, as they either focus on different aspects of the model performance or do not provide enough feedback to the model.
References:
Model training and labelling best practice
Overview of the model training process
Model Training FAQs


NEW QUESTION # 233
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?

  • A. ExtractedText.Trim.Chars
  • B. ExtractedText.Chars
  • C. ExtractedText.Trim.Length
  • D. ExtractedText.Length

Answer: C

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
To get thecharacter count excluding leading and trailing spaces, .Trim() is used to removewhitespace and .
Length provides the character count. So the correct expression is ExtractedText.Trim.Length.
* Trim:Removes all leading and trailing white-space characters.
* Length:Returns the number of characters in the string.
* UiPath Documentation Reference:String Manipulations in VB.NET - Microsoft Docs
* Also validated in UiPath Academy: Developer Foundation Course - String Manipulation Module


NEW QUESTION # 234
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?

  • A. Locals Panel and Watch Panel
  • B. Watch Panel and Breakpoint Panel
  • C. Locals Panel and Immediate Panel
  • D. Immediate Panel and Watch Panel

Answer: C

Explanation:
Comprehensive and Detailed Explanation From Exact Extract:
When debugging in UiPath Studio:
* TheImmediate Panellets youevaluate or change variables and expressionsduring runtime.
* TheLocals Panelshows current variable values in scope but doesnot allow editing.
Toassign new values to variables, theImmediate Panelmust be used.
* UiPath Documentation Reference:Debug Panels - UiPath Docs


NEW QUESTION # 235
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