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Bayesian Reasoning and Machine Learning

4.12

378.14  Lei

sau 37814 de puncte. Detalii.

Livrare in 15 zile lucratoare

Cod: BRT9780521518147

An aparitie: 2012

Autor: David Barber

Categoria: Applications of computing

Editie: cartonata

Editura: CAMBRIDGE UNIVERSITY PRESS

Format: 251 x 193 x 37 mm

Limba: English

Nr. pagini: 735



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Machine learning methods extract value from vast data sets quickly and with modest resources. They are established tools in a wide range of industrial applications, including search engines, DNA sequencing, stock market analysis, and robot locomotion, and their use is spreading rapidly. People who know the methods have their choice of rewarding jobs. This hands-on text opens these opportunities to computer science students with modest mathematical backgrounds. It is designed for final-year undergraduates and master's students with limited background in linear algebra and calculus. Comprehensive and coherent, it develops everything from basic reasoning to advanced techniques within the framework of graphical models. Students learn more than a menu of techniques, they develop analytical and problem-solving skills that equip them for the real world. Numerous examples and exercises, both computer based and theoretical, are included in every chapter. Resources for students and instructors, including a MATLAB toolbox, are available online.

Livrarea se face din stoc din depozitul de carte Libris, in zilele lucratoare. Transportul este gratuit prin curier rapid, oriunde in Romania, pentru orice comanda de minimum 75 de lei. Pentru orice solicitare apelati call center-ul Libris de luni pana vineri intre orele 8-20.


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