Machine Learning (ML): foundations, paradigms, history, and relationships

Machine Learning (ML): foundations, paradigms, history, and relationships

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Question

What is the core definition of machine learning in terms of data, generalization, and programming?

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Answer

Machine learning develops statistical algorithms that learn from data and generalize to unseen data to perform tasks without explicit programming.

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