Data Science for Complex Systems
Book Details
Format
Hardback or Cased Book
ISBN-10
1108844790
ISBN-13
9781108844796
Publisher
Cambridge University Press
Imprint
Cambridge University Press
Country of Manufacture
GB
Country of Publication
GB
Publication Date
May 25th, 2023
Print length
289 Pages
Weight
696 grams
Dimensions
17.70 x 25.20 x 2.40 cms
Ksh 10,150.00
Manufactured on Demand
Delivery in 29 days
Delivery Location
Delivery fee: Select location
Delivery in 29 days
Secure
Quality
Fast
This book provides an accessible guide to the tools and techniques of data science that can be utilised for the analysis of complex systems. This text is an invaluable resource for scientists, engineers and social scientists who require effective analysis of large quantities of data.
Many real-life systems are dynamic, evolving, and intertwined. Examples of such systems displaying ''complexity'', can be found in a wide variety of contexts ranging from economics to biology, to the environmental and physical sciences. The study of complex systems involves analysis and interpretation of vast quantities of data, which necessitates the application of many classical and modern tools and techniques from statistics, network science, machine learning, and agent-based modelling. Drawing from the latest research, this self-contained and pedagogical text describes some of the most important and widely used methods, emphasising both empirical and theoretical approaches. More broadly, this book provides an accessible guide to a data-driven toolkit for scientists, engineers, and social scientists who require effective analysis of large quantities of data, whether that be related to social networks, financial markets, economies or other types of complex systems.
Get Data Science for Complex Systems by at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by Cambridge University Press and it has pages.