The Statistical Physics of Data Assimilation and Machine Learning

The Statistical Physics of Data Assimilation and Machine Learning
Author :
Publisher : Cambridge University Press
Total Pages : 207
Release :
ISBN-10 : 9781316519639
ISBN-13 : 1316519635
Rating : 4/5 (635 Downloads)

Book Synopsis The Statistical Physics of Data Assimilation and Machine Learning by : Henry D. I. Abarbanel

Download or read book The Statistical Physics of Data Assimilation and Machine Learning written by Henry D. I. Abarbanel and published by Cambridge University Press. This book was released on 2022-02-17 with total page 207 pages. Available in PDF, EPUB and Kindle. Book excerpt: The theory of data assimilation and machine learning is introduced in an accessible manner for undergraduate and graduate students.


The Statistical Physics of Data Assimilation and Machine Learning Related Books

The Statistical Physics of Data Assimilation and Machine Learning
Language: en
Pages: 207
Authors: Henry D. I. Abarbanel
Categories: Computers
Type: BOOK - Published: 2022-02-17 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

The theory of data assimilation and machine learning is introduced in an accessible manner for undergraduate and graduate students.
The Statistical Physics of Data Assimilation and Machine Learning
Language: en
Pages: 208
Authors: Henry D. I. Abarbanel
Categories: Science
Type: BOOK - Published: 2022-02-17 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Data assimilation is a hugely important mathematical technique, relevant in fields as diverse as geophysics, data science, and neuroscience. This modern book pr
Physics of Data Science and Machine Learning
Language: en
Pages: 216
Authors: Ijaz A. Rauf
Categories:
Type: BOOK - Published: 2021-09-21 - Publisher: CRC Press

DOWNLOAD EBOOK

Physics of Data Science and Machine Learning links fundamental concepts of physics to data science, machine learning and artificial intelligence for physicists
Data Assimilation
Language: en
Pages: 256
Authors: Kody Law
Categories: Mathematics
Type: BOOK - Published: 2015-09-05 - Publisher: Springer

DOWNLOAD EBOOK

This book provides a systematic treatment of the mathematical underpinnings of work in data assimilation, covering both theoretical and computational approaches
Statistical Mechanics of Learning
Language: en
Pages: 346
Authors: A. Engel
Categories: Computers
Type: BOOK - Published: 2001-03-29 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Learning is one of the things that humans do naturally, and it has always been a challenge for us to understand the process. Nowadays this challenge has another