Store besparelser
Hurtig levering
Gemte
Log ind
0
Kurv
Kurv
Machine Learning
- The Art and Science of Algorithms that Make Sense of Data
Engelsk Paperback
Machine Learning
- The Art and Science of Algorithms that Make Sense of Data
Engelsk Paperback

625 kr
Tilføj til kurv
Sikker betaling
6 - 8 hverdage

Om denne bog
As one of the most comprehensive machine learning texts around, this book does justice to the field''s incredible richness, but without losing sight of the unifying principles. Peter Flach''s clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.
Product detaljer
Sprog:
Engelsk
Sider:
409
ISBN-13:
9781107422223
Indbinding:
Paperback
Udgave:
ISBN-10:
1107422221
Kategori:
Udg. Dato:
20 sep 2012
Længde:
20mm
Bredde:
189mm
Højde:
246mm
Forlag:
Cambridge University Press
Oplagsdato:
20 sep 2012
Forfatter(e):
Kategori sammenhænge