Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control


Price: $67.99
(as of Nov 21, 2024 03:15:10 UTC – Details)



Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art.

From the Publisher

Cambridge University Press, Data-Driven Science and EngineeringCambridge University Press, Data-Driven Science and Engineering

Publisher ‏ : ‎ Cambridge University Press; 1st edition (April 18, 2019)
Language ‏ : ‎ English
Hardcover ‏ : ‎ 492 pages
ISBN-10 ‏ : ‎ 1108422098
ISBN-13 ‏ : ‎ 978-1108422093
Item Weight ‏ : ‎ 2.6 pounds
Dimensions ‏ : ‎ 9.2 x 0.9 x 10.2 inches

Customers say

Customers find the book full of neat explanations and clear language. They say it provides a spectacular introduction to the state of the art in modern data science. Readers describe the content as great, fun to read, and easy to implement. They also mention the videos that accompany the book are quite good.

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