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Data Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control 1st Edition, Ebook

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Description

Delivery: Can be download Immediately after purchasing

Version: Only PDF Version.

Compatible Devices: Can be read on any devices (Kindle, NOOK, Android/IOS devices, Windows, MAC)

Quality: High Quality. No missing contents. Printable

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Authors: by Steven L. Brunton (Author), J. Nathan Kutz (Author) Format: Kindle Edition

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.

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