IT Firm Strategy
Unsupervised learning is a type of machine learning that involves training algorithms on data without labeled outcomes, allowing the model to identify patterns and relationships in the input data independently. This approach is particularly useful in discovering hidden structures within large datasets, making it essential for tasks like clustering and dimensionality reduction. By analyzing the inherent properties of the data, unsupervised learning aids in generating insights that can inform strategic decisions and guide business actions.
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