What is the main goal of clustering? #interviewquestions #machinelearning

Q: What's the main goal of clustering in machine learning? This is a classic interview question, and for good reason! At its core, clustering aims to group similar data points together into distinct clusters. Think of it as organizing a chaotic dataset into meaningful, understandable segments, without any prior knowledge of what those groups might be.

This unsupervised learning technique helps us discover hidden patterns and structures within data. Whether it's segmenting customers for targeted marketing, identifying different types of documents, or even classifying astronomical objects, the main goal is to reveal intrinsic groupings that can provide valuable insights and drive further analysis.

Видео What is the main goal of clustering? #interviewquestions #machinelearning канала Principle AI