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Detailed diagram illustrating a complete machine learning workflow, showing data ingestion, preprocessing, model training, evaluation, deployment, and monitoring steps in an AI pipeline. — A comprehensive visual representation of the end-to-end machine learning workflow, detailing each critical stage from data preparation to model deployment and continuous optimization in a real-world AI system.

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