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Introduction to Statistical Machine Learning
Engelsk Paperback
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Introduction to Statistical Machine Learning
Engelsk Paperback

1.196 kr
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Om denne bog
Machine learning allows computers to learn and discern patterns without actually being programmed. When Statistical techniques and machine learning are combined together they are a powerful tool for analysing various kinds of data in many computer science/engineering areas including, image processing, speech processing, natural language processing, robot control, as well as in fundamental sciences such as biology, medicine, astronomy, physics, and materials. Introduction to Statistical Machine Learning provides a general introduction to machine learning that covers a wide range of topics concisely and will help you bridge the gap between theory and practice. Part I discusses the fundamental concepts of statistics and probability that are used in describing machine learning algorithms. Part II and Part III explain the two major approaches of machine learning techniques; generative methods and discriminative methods. While Part III provides an in-depth look at advanced topics that play essential roles in making machine learning algorithms more useful in practice. The accompanying MATLAB/Octave programs provide you with the necessary practical skills needed to accomplish a wide range of data analysis tasks.
Product detaljer
Sprog:
Engelsk
Sider:
534
ISBN-13:
9780128021217
Indbinding:
Paperback
Udgave:
ISBN-10:
0128021217
Kategori:
Udg. Dato:
28 sep 2015
Længde:
27mm
Bredde:
233mm
Højde:
190mm
Forlag:
Elsevier Science & Technology
Oplagsdato:
28 sep 2015
Forfatter(e):
Kategori sammenhænge