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Data Science for Complex Systems (Hardcover)
Loot Price: R1,666
Discovery Miles 16 660
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Data Science for Complex Systems (Hardcover)
Expected to ship within 12 - 17 working days
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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.
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