Mastering Design of Experiments: Principles, Applications, and Advanced Techniques with Python - Softcover

Dakubo, Francis

Softcover

ISBN 10: 1966840683 ISBN 13: 9781966840688

Publisher: Francis Dakubo, 2025

Synopsis

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.

Edition details

• Publisher: Francis Dakubo
• Publication date: 2025
• Language: English
• ISBN 10: 1966840683
• ISBN 13: 9781966840688
• Binding: Paperback
• Number of pages: 794