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End-to-End Data Analytics for Product Development- A Practical Guide for Fast Consumer Goods Compani es, Chemical industry and Processing Tools Manufac (Hardcover)
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End-to-End Data Analytics for Product Development- A Practical Guide for Fast Consumer Goods Compani es, Chemical industry and Processing Tools Manufac (Hardcover)
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An interactive guide to the statistical tools used to solve
problems during product and process innovation End to End Data
Analytics for Product Development is an accessible guide designed
for practitioners in the industrial field. It offers an
introduction to data analytics and the design of experiments (DoE)
whilst covering the basic statistical concepts useful to an
understanding of DoE. The text supports product innovation and
development across a range of consumer goods and pharmaceutical
organizations in order to improve the quality and speed of
implementation through data analytics, statistical design and data
prediction. The book reviews information on feasibility screening,
formulation and packaging development, sensory tests, and more. The
authors - noted experts in the field - explore relevant techniques
for data analytics and present the guidelines for data
interpretation. In addition, the book contains information on
process development and product validation that can be optimized
through data understanding, analysis and validation. The authors
present an accessible, hands-on approach that uses MINITAB and JMP
software. The book: - Presents a guide to innovation feasibility
and formulation and process development - Contains the statistical
tools used to solve challenges faced during product innovation and
feasibility - Offers information on stability studies which are
common especially in chemical or pharmaceutical fields - Includes a
companion website which contains videos summarizing main concepts
Written for undergraduate students and practitioners in industry,
End to End Data Analytics for Product Development offers resources
for the planning, conducting, analyzing and interpreting of
controlled tests in order to develop effective products and
processes.
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