I am looking for a concise explanation of how to use machine learning for predictive maintenance in manufacturing. Please ensure the explanation is clear and accessible. Your response should contain at least 5 sentences. Highlight at least 2 sections in your answer with markdown, i.e. *highlighted section*. Include keywords *predictive maintenance*, *machine learning*, *manufacturing*, *sensors*, *data analysis*.

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