Machine Learning for the Physical Sciences (e-bog) af Cunha, Carlo Requiao da

Machine Learning for the Physical Sciences e-bog

583,01 DKK (inkl. moms 728,76 DKK)
Machine learning is an exciting topic with a myriad of applications. However, most textbooks are targeted towards computer science students. This, however, creates a complication for scientists across the physical sciences that also want to understand the main concepts of machine learning and look ahead to applica- tions and advancements in their fields.This textbook bridges this gap, providing...
E-bog 583,01 DKK
Forfattere Cunha, Carlo Requiao da (forfatter)
Forlag CRC Press
Udgivet 5 december 2023
Længde 266 sider
Genrer Physics
Sprog English
Format epub
Beskyttelse LCP
ISBN 9781003821168
Machine learning is an exciting topic with a myriad of applications. However, most textbooks are targeted towards computer science students. This, however, creates a complication for scientists across the physical sciences that also want to understand the main concepts of machine learning and look ahead to applica- tions and advancements in their fields.This textbook bridges this gap, providing an introduction to the mathematical foundations for the main algorithms used in machine learning for those from the physical sciences, without a formal background in computer science. It demon- strates how machine learning can be used to solve problems in physics and engineering, targeting senior undergraduate and graduate students in physics and electrical engineering, alongside advanced researchers.Key Features:Includes detailed algorithmsSupplemented by codes in Julia: a high-performing language and one that is easy to read for those in the natural sciencesAll algorithms are presented with a good mathematical background