Predicting whether a patient has a disease involves assigning each patient to one of two predefined categories: has the disease or does not have the disease, based on diagnostic tests. This is a classification problem because the model predicts categorical labels. Estimating future sales revenue and forecasting temperature are regression problems since they predict continuous numerical values. Grouping movies based on viewer ratings is a clustering problem, which aims to discover natural groupings in data without predefined categories.
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Microsoft Azure AI Fundamentals AI-900
Describe Fundamental Principles of Machine Learning on Azure
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