Engineering analytics is becoming a necessary skill for every
engineer. Areas such as Operations Research, Simulation, and Machine
Learning can be totally transformed through massive volumes of data.
This book is intended to be an introduction to Engineering Analytics
that can be used to improve performance tracking, customer
segmentation for resource optimization, patterns and classification
strategies, and logistics control towers. Basic methods in the areas
of visual, descriptive, predictive, and prescriptive analytics and Big
Data are introduced. Industrial case studies and example problem
demonstrations are used throughout the book to reinforce the concepts
and applications. The book goes on to cover visual analytics and its
relationships, simulation from the respective dimensions and Machine
Learning and Artificial Intelligence from different paradigms
viewpoints. The book is intended for professionals wanting to work on
analytical problems, for Engineering students, Researchers,
Chief-Technology Officers, and Directors that work within the areas
and fields of Industrial Engineering, Computer Science, Statistics,
Electrical Engineering Operations Research, and Big Data.
Les mer
Advances in Research and Applications
Produktdetaljer
ISBN
9781000453768
Publisert
2021
Utgave
1. utgave
Utgiver
Taylor & Francis
Språk
Product language
Engelsk
Format
Product format
Digital bok
Forfatter