ISBN: 9780750349550 - machine learning for physicists: a hands-on approach (iop ebooks) (8 Ergebnisse)

HRD. Zustand: New. New Book. Shipped from UK. Established seller since 2000.

HRD. Zustand: New. New Book. Shipped from UK. Established seller since 2000.

Hardback. Zustand: New.

Zustand: As New. Unread book in perfect condition.

Zustand: New.

Buch. Zustand: Neu. Neuware - This book presents ML concepts with a hands-on approach for physicists. The goal is to both educate and enable a larger part of the community with these skills. This will lead to wider applications of modern ML techniques in physics. Accessible to physical science students, the book assumes a familiarity with statistical physics but little in the way of specialised computer science background. All chapters start with a simple introduction to the basics and the foundations, followed by some examples and then proceeds to provide concrete examples with associated codes from a GitHub repository. Many of the code examples provided can be used as is or with suitable modification by the students for their own applications.Key Features: - Practical Hands-on approach: enables the reader to use machine learning - Includes code and accompanying online resources - Practical examples for modern research and uses case studies - Written in a language accessible by physics students - Complete one-semester course.…

Hardback. Zustand: New.

Zustand: New. KlappentextThis book presents ML concepts with a hands-on approach for physicists. The goal is to both educate and enable a larger part of the community with these skills. This will lead to wider applications of modern ML techniques i.