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    Détails du Torrent Pour "Personalized Machine Learning - (BookRAR)"

    Personalized Machine Learning - (BookRAR)

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    Dernière vérification: 25-01-2022 05:51:28

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    _NAME_:Personalized Machine Learning - (BookRAR)
    Description:

    Description

    Every day we interact with machine learning systems offering individualized predictions for our entertainment, social connections, purchases, or health. These involve several modalities of data, from sequences of clicks to text, images, and social interactions. This book introduces common principles and methods that underpin the design of personalized predictive models for a variety of settings and modalities. The book begins by revising ‘traditional’ machine learning models, focusing on adapting them to settings involving user data, then presents techniques based on advanced principles such as matrix factorization, deep learning, and generative modeling, and concludes with a detailed study of the consequences and risks of deploying personalized predictive systems. A series of case studies in domains ranging from e-commerce to health plus hands-on projects and code examples will give readers understanding and experience with large-scale real-world datasets and the ability to design models and systems for a wide range of applications.

    Book Details

       Language: English
       Published: 2022
       ISBN: 1316518906
       Format: PDF
    YouTube Video:
    Catégorie:Books
    Langue :English  English
    Taille totale:9.04 MB
    Info Hash:06078B68C914C57673BD3B0E45A8586ACC060D82
    Ajouté par:bookrar Verified UploaderBook Worm
    Date:2022-01-25 13:51:27
    Statut Torrent:Torrent Verified


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