Related Books

A Primer on Machine Learning Applications in Civil Engineering
Language: en
Pages: 281
Authors: Paresh Chandra Deka
Categories: Computers
Type: BOOK - Published: 2019-10-28 - Publisher: CRC Press

DOWNLOAD EBOOK

Machine learning has undergone rapid growth in diversification and practicality, and the repertoire of techniques has evolved and expanded. The aim of this book
Reproducing Kernel Hilbert Spaces in Probability and Statistics
Language: en
Pages: 369
Authors: Alain Berlinet
Categories: Business & Economics
Type: BOOK - Published: 2011-06-28 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

The book covers theoretical questions including the latest extension of the formalism, and computational issues and focuses on some of the more fruitful and pro
Mathematics for Machine Learning
Language: en
Pages: 392
Authors: Marc Peter Deisenroth
Categories: Computers
Type: BOOK - Published: 2020-04-23 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, opti
Methods and Applications of Autonomous Experimentation
Language: en
Pages: 575
Authors: Marcus Noack
Categories: Business & Economics
Type: BOOK - Published: 2023-12-14 - Publisher: CRC Press

DOWNLOAD EBOOK

Autonomous Experimentation is poised to revolutionize scientific experiments at advanced experimental facilities. Whereas previously, human experimenters were b
A Primer on Reproducing Kernel Hilbert Spaces
Language: en
Pages: 126
Authors: Jonathan H. Manton
Categories: Hilbert space
Type: BOOK - Published: 2015 - Publisher:

DOWNLOAD EBOOK

Reproducing kernel Hilbert spaces are elucidated without assuming prior familiarity with Hilbert spaces. Compared with extant pedagogic material, greater care i