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    HANDS-ON MACHINE LEARNING WITH R
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    902255

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    Sinopse

    Hands-on Machine Learning with R provides a practical and applied approach to learning and developing intuition into today’s most popular machine learning methods. This book serves as a practitioner’s guide to the machine learning process and is meant to help the reader learn to apply the machine learning stack within R, which includes using various R packages such as glmnet, h2o, ranger, xgboost, keras, and others to effectively model and gain insight from their data. The book favors a hands-on approach, providing an intuitive understanding of machine learning concepts through concrete examples and just a little bit of theory.

    Throughout this book, the reader will be exposed to the entire machine learning process including feature engineering, resampling, hyperparameter tuning, model evaluation, and interpretation. The reader will be exposed to powerful algorithms such as regularized regression, random forests, gradient boosting machines, deep learning, generalized low rank models, and more! By favoring a hands-on approach and using real word data, the reader will gain an intuitive understanding of the architectures and engines that drive these algorithms and packages, understand when and how to tune the various hyperparameters, and be able to interpret model results. By the end of this book, the reader should have a firm grasp of R’s machine learning stack and be able to implement a systematic approach for producing high quality modeling results.
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    Especificações

    ISBN9781138495685
    Pré vendaNão
    Peso600g
    Livro disponível - pronta entregaSim
    IdiomaInglês
    Tipo itemLIVRO IMPORTADO ADQ MERC INTERNO
    Número de páginas488
    Número da edição1ª EDIÇÃO - 2019
    Código Interno902255
    Código de barras9781138495685
    AcabamentoHARDCOVER
    AutorBOEHMKE, BRAD | GREENWELL, BRANDON
    EditoraCRC PRESS
    Sob encomendaNão

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