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Fundamentals of data analytics : with a view to machine learning

Tác giả: Rudolf Mathar, Gholamreza Alirezaei, Emilio Balda, Arash Behboodi

This book introduces the basic methodologies for successful data analytics. Matrix optimization and approximation are explained in detail and extensively applied to dimensionality reduction by principal component analysis and multidimensional scaling. Diffusion maps and spectral clustering are ...

This is service design methods, a companion to this is service design doing : expanded service design thinking methods for real projects : 1st ed.

Tác giả: Marc Stickdorn , Markus Edgar Hormess, Markus Hormess, Jakob Schneider

In this book, you’ll find 54 hands-on descriptions that help you DO the key methods used in service design. These methods include instructions, guidelines, and tips-and-tricks for activities within research, ideation, prototyping, and facilitation. This is the print version of the method companion ...