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Questions and Answers
What is the main goal of clustering in machine learning?
What is the main goal of clustering in machine learning?
To group similar data points together based on certain criteria.
Explain the concept of dimensionality reduction.
Explain the concept of dimensionality reduction.
Dimensionality reduction aims to reduce the number of random variables under consideration by obtaining a set of principal variables.
Define anomaly detection in the context of machine learning.
Define anomaly detection in the context of machine learning.
Anomaly detection is the process of identifying rare items, events, or observations which raise suspicions by differing significantly from the majority of the data.
What is association in machine learning and how is it used?
What is association in machine learning and how is it used?
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Explain the role of recommender systems in machine learning applications.
Explain the role of recommender systems in machine learning applications.
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