ENGLISH

Data Science for Sensory and Consumer Scientists

By Worch , Thierry; Delarue , Julien; De Souza , Vanessa Rios;Ennis , John; Julien Delarue; Vanessa Rios de Souza; John Ennis

Book information

Publisher
CRC Press
Year
2023
ISBN
9780367862879, 1130063375, 9781032384962, 9781003028611
Language
english
Format
EPUB
Filesize
14 MB (14632415 bytes)
Edition
First Edition
Pages
349\0
Orientation
landscape
Paginated
yes
Scanned
no
Time added
2023-09-28 06:38:11

Description

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

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