Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control, 2nd Edition
Author: Steven L. Brunton
Date: 2022
ISBN: 1009098489
Pages: 550
Language: English
Category: Technical
Tag: Science/Engineering
Posted on 2022-05-01, by temrick.
Description
Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB®, 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®, Python, Julia, and R – available on databookuw.com.
DOWNLOAD
https://nitro.download/view/4A4E372F0429F8A/1009098489.pdf
Sponsored High Speed Downloads
8545 dl's @ 3638 KB/s
Download Now [Full Version]
8911 dl's @ 2632 KB/s
Download Link 1 - Fast Download
8477 dl's @ 3204 KB/s
Download Mirror - Direct Download
Search More...
Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control, 2nd EditionLinks
Download this book
Download links for "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control, 2nd Edition":
External Download Link1:
Related Books
- Ebooks list page : 52319
- 2023-03-04Data-Driven Science and Engineering Machine Learning, Dynamical Systems, and Control Ed 2
- 2020-05-25Data-Driven Science and Engineering Machine Learning, Dynamical Systems, and Control
- 2019-12-17Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control
- 2021-12-11Data Science and Machine Learning Interview Questions Using Python, 2nd Edition
- 2020-01-07Data Driven Approaches for Healthcare: Machine learning for Identifying High Utilizers (Chapman & Hall/CRC Big Data Series)
- 2020-12-17The Elements of Statistical Learning Data Mining, Inference, and Prediction, 2nd Edition (repost)
- 2019-01-29Essential Mathcad for Engineering, Science, and Math, 2nd Edition
- 2018-01-11[PDF] Essential Mathcad for Engineering, Science, and Math (2nd Edition)
- 2017-10-31Probability with Applications in Engineering, Science, and Technology (2nd edition)
- 2017-01-04[PDF] Essential Mathcad for Engineering, Science, and Math (2nd Edition)
- 2013-10-06The Elements of Statistical Learning: Data Mining, Inference, and Prediction (2nd Edition) [Repost]
- 2013-05-10AP - Essential MATHCAD for Engineering, Science and Math {2nd Edition} [2009]
- 2012-08-12Essential Mathcad for Engineering, Science, and Math (2nd Edition)
- 2012-08-12Essential Mathcad for Engineering, Science, and Math (2nd Edition) (Repost)
- 2011-10-30Essential Mathcad for Engineering, Science, and Math (2nd Edition) [Repost]
- 2011-09-06Statistics for Environmental Science and Management, 2nd Edition
- 2010-11-23Handbook of powder science and technology, 2nd edition
- 2023-03-11Machine Learning: A Constraint-Based Approach, 2nd Edition
- 2022-10-10Biogeochemistry of Wetlands Science and Applications (2nd Edition)
Comments
No comments for "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control, 2nd Edition".
Add Your Comments
- Download links and password may be in the description section, read description carefully!
- Do a search to find mirrors if no download links or dead links.
