Campus eBookstore Logo

Skip Navigation LinksEBook Details

180 Day Subscription Statistics for Chemical Engineers: From Data to Models to Decisions

180 Day Subscription Statistics for Chemical Engineers: From Data to Models to Decisions
Author: Victor M. Zavala
Price: $101.95
ISBN-10: 9781009541923R
ISBN-13: 9781009541923R
Edition: -1
Get It!:
Delivery: BibliU Reader
Duration: 180 Days

Note:
Copy Selections To Clipboard: User can copy content to the clipboard with the following restriction: Initially allowance of 0 copy selections. Another copy selection allowed every Day. To a maximum of 0 total copy selections.
Printing Pages: User can print pages with the following restriction: Initially allowance of 0 pages. Another page allowed every Day. To a maximum of 0 total pages.

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.