Data Science for Infectious Disease Data Analytics

Data Science for Infectious Disease Data Analytics by Lily Wang


Authors
Lily Wang
ISBN
9781032187426
Published
Binding
Hardcover
Pages
397
Dimensions
156 x 234mm

Describes the entire data science procedure of how the infectious disease data are collected, curated, visualized, and fed to predictive models, which facilitates effective communication between data sources, scientists, and decision-makers.
Describes practical concepts of infectious disease data and provides particular data science perspectives.
Overview of the unique features and issues of infectious disease data and how they impact epidemic modeling and projection.
Introduces various classes of models and state-of-the-art learning methods to analyze infectious diseases data with valuable insights on how different models and methods could be connected.
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