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Feature Engineering and Model Tuning Practical Data Science Techniques - JAMES. RELINGTON

English
2025-04-16
€15.52 €19.40

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This book provides a comprehensive exploration of feature engineering, hyperparameter tuning, model interpretability, and production-level machine learning practices. Designed for practitioners and advanced learners, it delves into the techniques, tools, and strategies required to build robust, scalable, and explainable machine learning systems. From automated pipelines to drift detection and continuous mon ... Full description

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Description

This book provides a comprehensive exploration of feature engineering, hyperparameter tuning, model interpretability, and production-level machine learning practices. Designed for practitioners and advanced learners, it delves into the techniques, tools, and strategies required to build robust, scalable, and explainable machine learning systems. From automated pipelines to drift detection and continuous monitoring, each chapter bridges theory with practical implementation to equip readers with the skills needed to deploy and maintain high-performing models in real-world environments.

More Information

Author JAMES. RELINGTON
Publisher Amazon Digital Services LLC - Kdp
Release year 2025
Cover type Softcover
EAN 9798280225695
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€15.52 €19.40