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AI-900: Clustering Algorithm: K-Means vs Two-Class Logistic Regression and Neural Network

Learn the difference between clustering and classification algorithms, and why K-Means is a clustering algorithm while Two-Class Logistic Regression and Neural Network are classification algorithms.

Question

Which of the following is a clustering algorithm?

A. Two-Class Logistic Regression
B. Two-Class Neural Network
C. K-Means

Answer

C. K-Means

Explanation

K-Means is a clustering algorithm.

The correct answer is C. K-Means. K-Means is a clustering algorithm that partitions the data into a specified number of clusters, based on the similarity of the data points. Clustering algorithms are a type of unsupervised learning, which means they do not require labeled data to find patterns or groups in the data. Clustering algorithms are useful for exploratory data analysis, feature engineering, anomaly detection, and customer segmentation.

Two-Class Logistic Regression and Two-Class Neural Network are not clustering algorithms, but classification algorithms. Classification algorithms are a type of supervised learning, which means they require labeled data to learn how to predict the class or category of a new data point. Classification algorithms are useful for binary or multi-class problems, such as spam detection, sentiment analysis, or image recognition.

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.

Microsoft Azure AI Fundamentals AI-900 certification exam practice question and answer (Q&A) dump

Alex Lim is a certified IT Technical Support Architect with over 15 years of experience in designing, implementing, and troubleshooting complex IT systems and networks. He has worked for leading IT companies, such as Microsoft, IBM, and Cisco, providing technical support and solutions to clients across various industries and sectors. Alex has a bachelor’s degree in computer science from the National University of Singapore and a master’s degree in information security from the Massachusetts Institute of Technology. He is also the author of several best-selling books on IT technical support, such as The IT Technical Support Handbook and Troubleshooting IT Systems and Networks. Alex lives in Bandar, Johore, Malaysia with his wife and two chilrdren. You can reach him at [email protected] or follow him on Website | Twitter | Facebook

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