Name: Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
Price: 83.81 EUR
Availability: InStock
Rating: 5 (1 reviews)
Author: Brunton, Steven L. ; Kutz, J. Nathan
ISBN: 9781009098489

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

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

Type

Physical Book

Author

Steven L. Brunton

J. Nathan Kutz

Publisher

Cambridge University Press

Year

2022

Language

English

Pages

550

Format

Hardcover

Dimensions

25.7 x 18.0 x 2.8 cm

Weight

1.41 kg.

ISBN13

9781009098489

Edition No.

0002

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

Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB(R), this textbook trains mathematical scientists and engineers for the next generation of scientific discovery by offering a broad overview of the growing intersection of data-driven methods, machine learning, applied optimization, and classical fields of engineering mathematics and mathematical physics. With a focus on integrating dynamical systems modeling and control with modern methods in applied machine learning, this text includes methods that were chosen for their relevance, simplicity, and generality. Topics range from introductory to research-level material, making it accessible to advanced undergraduate and beginning graduate students from the engineering and physical sciences. The second edition features new chapters on reinforcement learning and physics-informed machine learning, significant new sections throughout, and chapter exercises. Online supplementary material - including lecture videos per section, homeworks, data, and code in MATLAB(R), Python, Julia, and R - available on databookuw.com.

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Octavio Aguirre Tuesday, February 25, 2025
Verified Purchase
Llegó en buenas condiciones y original. Gracias por el envio.
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Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control - Brunton, Steven L. ; Kutz, J. Nathan

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

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