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

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Francis Dakubo

Mastering Design of Experiments

Principles, Applications, and Advanced Techniques with Python

Francis Dakubo

$192.95 $153.98

Paperback

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English

Francis Dakubo
15 January 2025

Scientific equipment, experiments & techniques; Technology: general issues; Programming & scripting languages: general

Summary
Details

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.

By: Francis Dakubo
Imprint: Francis Dakubo
Dimensions: Height: 279mm, Width: 216mm, Spine: 55mm
Weight: 2.440kg
ISBN: 9781966840688
ISBN 10: 1966840683
Pages: 794
Publication Date: 15 January 2025
Audience: General/trade , ELT Advanced
Format: Paperback
Publisher's Status: Active