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unsupervised learning has been used in anomaly detection, e.g. for recognizing online fraud, or bringing novel patterns to the attention of a person. popular techniques for unsupervised learning ...
However, when combined with supervised learning, the unsupervised methods offer a method for data structuring and exploratory data analysis, which enhances the predictive modelling.
This week, I debated with my friend whether one should consider that Generative AI tools are created through supervised or unsupervised learning. At the end of it, I lost the debate.
Unsupervised learning eliminates the need for human input in creation of the AI engine. It uses unlabeled data and derives the underlying semantics and patterns which are then used to make decisions.
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