Download Book Statistics for Chemical Engineers: From Data to Models to Decisions (Cambridge Series in Chemical Engineering) - E-Book - Original PDF
Original PDF by Victor M. Zavala
Information
Format: Original PDF Language: English Publisher: Cambridge University Press Publication Date of the Electronic Edition: 2025
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ISBN: 9781009541893, 9781009541923
$17
Delivery time: Maximum 24 hours
Description
Build a firm foundation for studying statistical modelling, data science, and machine learning with this practical introduction to statistics, written with chemical engineers in mind. It introduces a data–model–decision approach to applying statistical methods to real-world chemical engineering challenges, establishes links between statistics, probability, linear algebra, calculus, and optimization, and covers classical and modern topics such as uncertainty quantification, risk modelling, and decision-making under uncertainty. Over 100 worked examples using Matlab and Python demonstrate how to apply theory to practice, with over 70 end-of-chapter problems to reinforce student learning, and key topics are introduced using a modular structure, which supports learning at a range of paces and levels. Requiring only a basic understanding of calculus and linear algebra, this textbook is the ideal introduction for undergraduate students in chemical engineering, and a valuable preparatory text for advanced courses in data science and machine learning with chemical engineering applications.
$17
Delivery time: Maximum 24 hours