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

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.

Product details

• Authors: Francis Dakubo
• Publisher: Francis Dakubo
• Languages: English
• Product format: Paperback / Softback
• Released: 15.01.2025
• EAN: 9781966840688
• ISBN: 978-1-966840-68-8
• No. of pages: 794
• Dimensions: 216 mm x 280 mm x 51 mm
• Weight: 2918 g
• Subject: Natural sciences, medicine, IT, technology > IT, data processing > Programming languages