Unsupervised Learning
Definition
Unsupervised learning enables algorithms to discover hidden patterns or groupings within data without labeled examples, making it useful for exploratory analysis and anomaly detection.
When Unsupervised Learning is used
Clustering tasks
Which positions need this?
Data Scientists
Problem
Lack of predefined labels makes it challenging to direct learning.
Example of how Unsupervised Learning is used in AI
A clustering algorithm groups customer transactions into segments based on purchasing behavior without prior knowledge of categories.
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