Minha sacola

    Favoritar

    MACHINE LEARNING

    Ref:
    922500

    Para envios internacionais, simule o frete no carrinho de compras.

    Editora
    ISBN
    Páginas
    Peso
    Idioma
    Acabamento

    Sinopse

    A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach.

    Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach.

    The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package?PMTK (probabilistic modeling toolkit)?that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
    Mostrar mais

    Ficha técnica

    Especificações

    ISBN9780262018029
    SubtítuloA PROBABILISTIC PERSPECTIVE
    Pré vendaNão
    Peso1900g
    Autor para link
    Livro disponível - pronta entregaNão
    Dimensões22.86 x 20.32 x 4.13
    IdiomaInglês
    Tipo itemLivro Importado
    Número de páginas1104
    Número da edição1ª EDIÇÃO - 2012
    Código Interno922500
    Código de barras9780262018029
    AcabamentoHARDCOVER
    AutorMURPHIY, KEVIM P.
    EditoraTHE MIT PRESS
    Sob encomendaNão
    Mostrar mais

    Este livro é vendido

    SOB ENCOMENDA

    Prazo estimado para disponibilidade em estoque: dias úteis

    (Sujeito aos estoques de nossos fornecedores)

    +

    Prazo do frete selecionado.

    (Veja o prazo total na sacola de compras)

    Comprar