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Mastering Design of Experiments: Principles, Applications, and Advanced Techniques with Python
Paperback
Technology & EngineeringGeneral ScienceProgramming
ISBN13: 9781966840688
Publisher: Francis Dakubo
Published: Jan 15 2025
Pages: 794
Weight: 5.38
Height: 2.16 Width: 8.50 Depth: 11.00
Language: English
Design of Experiments (DOE) has long been a cornerstone of innovation, enabling industries and researchers to optimize processes, improve product quality, and make data-driven decisions. From engineering and manufacturing to pharmaceuticals and materials science, DOE's application has been transformative. Yet, with artificial intelligence and data-driven tools, DOE is experiencing a revolution, opening new doors for adaptive experimentation and optimization.
In Mastering Design of Experiments: Principles, Applications, and Advanced Techniques with Python: Classic Methods, Modern Applications, and Machine Learning Integration is a comprehensive guide for professionals, students, and researchers seeking to bridge the gap between classical DOE techniques and modern AI-driven methodologies. This book is designed to provide readers with the foundational principles of DOE while introducing cutting-edge computational methods using Python, making it an indispensable resource for mastering experimentation in the 21st century.
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