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Data Science and Predictive Analytics : Biomedical and Health Applications Using R by Ivo D. Dinov is a nonfiction available to read on EtoBox.

What is Data Science and Predictive Analytics : Biomedical and Health Applications Using R about?

This textbook integrates important mathematical foundations, efficient computational algorithms, applied statistical inference techniques, and cutting-edge machine learning approaches to address a wide range of crucial biomedical informatics, health analytics applications, and decision science challenges. Each concept in the book includes a rigorous symbolic formulation coupled with computational algorithms and complete end-to-end pipeline protocols implemented as functional R electronic markdown notebooks. These workflows support active learning and demonstrate comprehensive data manipulations, interactive visualizations, and sophisticated analytics. The content includes open problems, state-of-the-art scientific knowledge, ethical integration of heterogeneous scientific tools, and procedures for systematic validation and dissemination of reproducible research findings. Complementary to the enormous challenges related to handling, interrogating, and understanding massive amounts of complex structured and unstructured data, there are unique opportunities that come with access to a wealth of feature-rich, high-dimensional, and time-varying information. The topics covered in Data Sci

Who reads Data Science and Predictive Analytics : Biomedical and Health Applications Using R?

Author

Ivo D. Dinov

Publisher

Springer International Publishing AG

Published

2023

Language

EN

ISBN

9783031174827

Category

nonfiction

Subjects

Science, Medical, Computer Science