Discover which AI scenario correctly uses Natural Language Processing (NLP) according to the Azure AI Fundamentals AI-900 certification exam. Detailed explanation provided.
Table of Contents
Question
From the listed scenarios, select the correct scenario where Natural language processing can be used. Select the correct option.
A. stop a process in a factory when extremely high temperatures are registered.
B. predict which website visitors will make a transaction.
C. classify email messages as work-related or personal.
D. predict the number of future car rentals.
Answer
C. classify email messages as work-related or personal.
Explanation
Natural Language Processing (NLP) is a branch of artificial intelligence focused on enabling computers to understand, interpret, and generate human language. NLP techniques are used to analyze and extract meaning from unstructured text data.
Of the given scenarios:
A. Stopping a process based on temperature readings does not involve language processing, but rather sensor data analysis and automated decision making.
B. Predicting website conversions is a task for machine learning algorithms that analyze user behavior patterns, not language.
C. Classifying emails as work-related or personal requires analyzing the content and context of the email text to determine its category. This is a textbook example of an NLP task.
D. Predicting future car rental numbers is a forecasting problem based on historical rental data, which does not necessarily involve any text analysis.
Therefore, option C is the only scenario that directly leverages NLP capabilities to understand and categorize natural language text data in the form of emails. The other options describe different types of AI and machine learning applications unrelated to processing human language.
NLP is mainly applied to tasks involving human language, such as understanding, classifying, or generating text. Classifying emails based on their content (work-related or personal) is a typical use case of NLP, as it involves analyzing and categorizing the text.
Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump with detail explanation and reference available free, helpful to pass the Microsoft Azure AI Fundamentals AI-900 exam and earn Microsoft Azure AI Fundamentals AI-900 certification.