Data Science for Sensory and Consumer Scientists

£52.99

Data Science for Sensory and Consumer Scientists

Probability and statistics Food and beverage technology Data mining Computer science

Authors: Thierry Worch, Julien Delarue, Vanessa Rios de Souza, John Ennis

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Collection: Chapman & Hall/CRC Data Science Series

Language: English

Published by: Chapman and Hall/CRC

Published on: 29th September 2023

Format: LCP-protected ePub

ISBN: 9781000924176


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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