Data Science for Sensory and Consumer Scientists

A textbook called Data Science for Sensory and Consumer Scientists provides a practical guide to using data science in the field of sensory and consumer science through real-world applications. It covers topics such as data manipulation, preparation, visualization, and analysis, as well as automated reporting, machine learning, text analysis, and dashboard creation. Written by leading experts, the 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.

Format: Hardback
Length: 332 pages
Publication date: 20 September 2023
Publisher: Taylor & Francis Ltd

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: The book provides a clear and comprehensive explanation of the data scientific workflow, from data collection and preparation to analysis and visualization. It helps readers understand the steps involved in data science projects and how to optimize them for efficiency and effectiveness.

Introduction to reproducible research: Data science is an interdisciplinary field, and reproducible research is essential for ensuring the accuracy and reliability of scientific findings. The book introduces readers to the principles of reproducible research and provides practical tips and techniques for conducting data science projects in a way that can be replicated and validated by others.

In-depth coverage of data-scientific topics germane to sensory and consumer science: The book covers a wide range of data-scientific topics that are relevant to sensory and consumer science, including data manipulation, preparation, visualization, machine learning, text analysis, and dashboard creation. It provides detailed explanations of these topics and examples based in industrial practice used throughout the book to illustrate their practical applications.

Examples based in industrial practice used throughout the book: The book includes numerous examples based in industrial practice that demonstrate the practical applications of data science in the sensory and consumer sciences. These examples help readers understand how data science can be used to solve real-world problems and drive insights and decision-making in the industry.

Whether you are a seasoned professional looking to expand your skills in data science or a student just starting out in the field, Data Science for Sensory and Consumer Scientists 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. With its comprehensive coverage of key topics, practical examples, and expert guidance, this book is the ideal guide to using data science to drive insights and inform decision-making in the sensory and consumer sciences.

Weight: 800g
Dimension: 234 x 156 (mm)
ISBN-13: 9780367862879