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Machine learning design patterns : solutions to common challenges in data preparation, model building, and MLOps

Valliappa Lakshmanan, Auteur ; Sara Robinson, Auteur ; Michael Munn, Auteur | Sebastopol [Etats-Unis] : O'Reilly Media | 2021

n this book, you will find detailed explanations of 30 patterns for data and problem representation, operationalization, repeatability, reproducibility, flexibility, explainability, and fairness. Each pattern includes a description of the proble[...]

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