2. What is a major benefit of unsupervised learning over supervised learning? Being able to produce a prediction based on unlabelled data. Discover previously unknown information about the dataset. Better evaluates the performance of a built model. Explore the relationship between features and the target.

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2. What is a major benefit of unsupervised learning over supervised learning? Being able to produce a prediction based on unlabelled data. Discover previously unknown information about the dataset. Better evaluates the performance of a built model. Explore the relationship between features and the target.

Answer 1

The major benefit of unsupervised learning over supervised learning is that it can discover previously unknown information about the dataset. Unlike supervised learning, which requires labeled data to train a model, unsupervised learning can identify patterns and relationships within the data without prior labeling. This allows for the discovery of hidden structures and insights that may not be immediately apparent.

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