Thierry Worch, Julien Delarue, Vanessa Rios De Souza, John Ennis
ISBNs: B0CKCYT9JM, 0367862875, 9780367862879, 9781032384962,
9781003028611, 978-0367862879, 978-1032384962, 978-1003028611,
978-0-367-86287-9, 978-1-032-38496-2, 978-1-003-02861-1
English | 2024 | PDF | 349 Pages
Data Science for Sensory and Consumer Scientists is a comprehensive
textbook that provides a practical guide to using data science in the
field of sensory and consumer science through real-world applications.
It covers key topics including data manipulation, preparation,
visualization, and analysis, as well as automated reporting, machine
learning, text analysis, and dashboard creation. Written by leading
experts in the field, this book is an essential resource for anyone
looking to master the tools and techniques of data science and apply
them to the study of consumer behavior and sensory-led product
development. Whether you are a seasoned professional or a student just
starting out, this book is the ideal guide to using data science to
drive insights and inform decision-making in the sensory and consumer
sciences.
Key Features:
• Elucidation of data scientific workflow.
• Introduction to reproducible research.
• In-depth coverage of data-scientific topics germane to sensory and consumer science.
• Examples based in industrial practice used throughout the book