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Brezplačna dostava za naročila nad 69.99 € na paketomatih Pošte Slovenije.

E-knjiga Data-Driven Science and Engineering Steven L. Brunton

Data-Driven Science and Engineering

Machine Learning, Dynamical Systems, and Control

Steven L. Brunton

Jezik

Angleščina

E-knjiga Adobe ePub DRM

E-knjiga Data-Driven Science and Engineering Steven L. Brunton

Koda Libristo: 39902929

Založba Cambridge University Press, februar 2019

Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. T... Celoten opis

Koda Libristo: 39902929

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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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O knjigi

Polni naslov Data-Driven Science and Engineering

Avtor Steven L. Brunton, J. Nathan Kutz

Jezik

Angleščina

Vezava E-knjiga - Adobe ePub DRM

Datum izida 2019

EAN 9781108386586

Koda Libristo 39902929

Založba Cambridge University Press

Kategorije

Technology, Engineering, Agriculture > Electronics & communications engineering > Electronics engineering > Automatic control engineering > Robotics

Computing & Information Technology > Computer science > Artificial intelligence > Machine learning

Reference, Information & Interdisciplinary subjects > Research & information: general > Data analysis: general

Mathematics & Science > Mathematics > Probability & statistics

Mathematics & Science > Mathematics > Optimization

Earth Sciences, Geography, Environment, Planning > Earth sciences > Meteorology & climatology

Technology, Engineering, Agriculture > Technology: general issues > Engineering: general

Computing & Information Technology > Databases > Data mining

Computing & Information Technology > Computer science > Mathematical theory of computation

Mathematics & Science > Physics

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