# Unsupervised Machine Learning

Skill · Data Science, Analytics and AI/ML

Canonical page: https://career.thegoodapps.co/skills/unsupervised-machine-learning

Unsupervised machine learning encompasses algorithms that learn patterns from unlabeled data by finding inherent structure, such as clusters or reduced-dimensional representations, rather than predicting a known target variable. It is commonly applied to customer segmentation, anomaly detection, recommendation systems, and exploratory analysis in fields ranging from marketing to bioinformatics. Practitioners use techniques like k-means clustering, hierarchical clustering, and principal component analysis to implement it.

Related skills: [Customer Segmentation](https://career.thegoodapps.co/skills/customer-segmentation), [Anomaly Detection](https://career.thegoodapps.co/skills/anomaly-detection), [Principal Component Analysis](https://career.thegoodapps.co/skills/principal-component-analysis)

## Open roles requiring Unsupervised Machine Learning (0)

None of the roles we have read name this skill yet. A large share of the visible corpus has not been parsed for skills, so this is at least as likely to be our backlog as the market's verdict.