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Analytical models are at the heart of critical business decisions – for finding new opportunities or managing uncertainty and risks – so they must be treated as high-value organizational assets. A "predictive analytics factory" approach provides a robust framework for managing models for optimal performance throughout the life cycle, from data preparation and model development to model testing, validation, deployment, monitoring and recalibration.
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