COMPUTER FUNDAMENTALS

EMERGING TRENDS IN COMPUTING

ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

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Question [CLICK ON ANY CHOICE TO KNOW THE RIGHT ANSWER]

Which of the following is a technique frequently used in machine learning and AI programs?

A	Classification of data into categories based on attributes.
B	Grouping similar objects into clusters of related events or topics
C	Identifying relationships between events to predict when one will follow the other.
D	All of the above.

Explanation:

Detailed explanation-1: -Which of the following is a technique frequently used in machine learning and AI programs? Classification of data into categories based on attributes.

Detailed explanation-2: -Decision Tree algorithm in machine learning is one of the most popular algorithm in use today; this is a supervised learning algorithm that is used for classifying problems. It works well in classifying both categorical and continuous dependent variables.

Detailed explanation-3: -The most popular clustering method is K-Means, where “K” represents the number of clusters selected by the user. (Note that there are several techniques for selecting the value of K, such as the elbow method.) Randomly chooses K centers within the data. Assigns each data point closest to the randomly generated centers.

There is 1 question to complete.