Supervised vs Unsupervised Learning

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A retail company wants to group its customers into distinct segments based on purchasing behavior, without any predefined labels. Which type of learning approach is most appropriate?

Multiple Choice

Supervised learning, since you need to predict customer categories Unsupervised learning, since there are no predefined labels to learn from Reinforcement learning, since the model must explore customer data Semi-supervised learning, since some customers might have labels

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Supervised vs Unsupervised Learning

Multiple Choice

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