Data Analytics for Pandemics

Download or Read online Data Analytics for Pandemics full in PDF, ePub and kindle. This book written by Gitanjali Rahul Shinde and published by CRC Press which was released on 30 August 2020 with total pages 68. Read Data Analytics for Pandemics Book directly on your devices, fast download and no annoying ads.

Data Analytics for Pandemics
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Publisher : CRC Press
Release Date :
ISBN : 9781000204414
Pages : 68 pages
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Download or Read Online Data Analytics for Pandemics in PDF, Epub and Kindle

Epidemic trend analysis, timeline progression, prediction, and recommendation are critical for initiating effective public health control strategies, and AI and data analytics play an important role in epidemiology, diagnostic, and clinical fronts. The focus of this book is data analytics for COVID-19, which includes an overview of COVID-19 in terms of epidemic/pandemic, data processing and knowledge extraction. Data sources, storage and platforms are discussed along with discussions on data models, their performance, different big data techniques, tools and technologies. This book also addresses the challenges in applying analytics to pandemic scenarios, case studies and control strategies. Aimed at Data Analysts, Epidemiologists and associated researchers, this book: discusses challenges of AI model for big data analytics in pandemic scenarios; explains how different big data analytics techniques can be implemented; provides a set of recommendations to minimize infection rate of COVID-19; summarizes various techniques of data processing and knowledge extraction; enables users to understand big data analytics techniques required for prediction purposes.

Data Analytics for Pandemics

Epidemic trend analysis, timeline progression, prediction, and recommendation are critical for initiating effective public health control strategies, and AI and data analytics play an important role in epidemiology, diagnostic, and clinical fronts. The focus of this book is data analytics for COVID-19, which includes an overview of COVID-19 in terms

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