June 2020
Intermediate to advanced
382 pages
11h 39m
English
Content preview from 40 Algorithms Every Programmer Should Know
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Application of clustering
Clustering is used wherever we needed to discover the underlying patterns in datasets.
In government use cases, clustering can be used for the following:
Crime-hotspot analysis
Demographic social analysis
In market research, clustering can be used for the following:
Market segmentation
Targeted advertisements
Customer categorization
Principal component analysis (PCA) is also used for generally exploring the data and removing noise from real-time data, such as stock-market trading.
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