Get Free Shipping on orders over $0
Data Science for Complex Systems - Anindya S. Chakrabarti
eTextbook alternate format product

Instant online reading.
Don't wait for delivery!

Data Science for Complex Systems

By: Anindya S. Chakrabarti, K. Shuvo Bakar, Anirban Chakraborti

Hardcover | 25 May 2023

At a Glance

Hardcover


RRP $109.95

$96.75

12%OFF

or 4 interest-free payments of $24.19 with

 or 

Ships in 5 to 7 business days

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.
Industry Reviews
'Complex systems are a subject of popular interest thanks to the efforts of both academics and industry researchers during the last few years, and the 2021 Nobel Prize in Physics. This book is timely and it gives a comprehensive view of complex systems with an emphasis on data-driven contributions, ranging from economic and financial aspects to broader social science applications. Reading this book is a pleasure, and it provides a solid and robust understanding of the key topics in the field. This is a 'must -read for anybody interested in complex systems' and I strongly recommend having it on your shelf!' Tiziana Di Matteo, King's College London, Complexity Science Hub Vienna, and Enrico Fermi Research Centre (CREF)

More in Statistical Physics

Statistical Physics : An Introductory Course - Daniel J  Amit

RRP $93.99

$84.75

10%
OFF
The Science of the New - Oxford Editor

$225.75

Networks : Probability and Statistics - A. D. Barbour
STATISTICAL PHYSICS : STATICS, DYNAMICS... - KADANOFF LEO P

RRP $93.99

$84.75

10%
OFF
Quantum Field Theory and the Standard Model - Matthew D. Schwartz

RRP $141.95

$109.75

23%
OFF
Thermoelectric Half-Heusler Alloys and Fe2VAl - Ctirad Uher

RRP $431.00

$368.75

14%
OFF
Coherent-Anomaly Method - Masuo Suzuki

RRP $347.99

$313.75

10%
OFF
Introduction to the Theory of Critical Phenomena - G. Busiello

RRP $284.99

$256.75

10%
OFF