What Can Data and Analytics Tell Us About COVID-19? Books

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What Can Data and Analytics Tell Us About COVID 19


What Can Data and Analytics Tell Us About COVID 19
  • Author : Soraya Sedkaoui, PhD
  • Publisher : Elsevier
  • Release : 2021-06
  • ISBN : 032381056X
  • Language : En, Es, Fr & De
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Throughout history, data and analytics have had a profound impact on human health-including isolating the source of London's cholera epidemic in the 1850s and promotion of new routine practices such as hand washing following the Crimean War. What Can Data and Analytics Tell Us About COVID-19? explores the power of analytics to shed light on the novel coronavirus that has threatened the health and economic welfare of people across the globe. This text familiarizes readers with different concepts related to data science, big data technology, and the various applications of machine learning algorithms for analyzing the available data on the global problem related to COVID-19. Covers how different methods, techniques, and powerful tools of data science and machine learning can be utilized to analyze and understand COVID-19. Features chapters on machine learning algorithms and patterns for COVID-19, data visualization and COVID-19 geography, patterns of confirmed cases, and more. Includes ample case studies. Consolidates today's available information on this timely topic into a single, convenient resource.

Data Analytics for Pandemics


Data Analytics for Pandemics
  • Author : Gitanjali Rahul Shinde
  • Publisher : CRC Press
  • Release : 2020-08-30
  • ISBN : 9781000204414
  • Language : En, Es, Fr & De
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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.

Heterogeneous Data Management Polystores and Analytics for Healthcare


Heterogeneous Data Management  Polystores  and Analytics for Healthcare
  • Author : Vijay Gadepally
  • Publisher : Springer Nature
  • Release :
  • ISBN : 9783030710552
  • Language : En, Es, Fr & De
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Information and Communication Technologies in Tourism 2021


Information and Communication Technologies in Tourism 2021
  • Author : Wolfgang Wörndl
  • Publisher : Springer Nature
  • Release :
  • ISBN : 9783030657857
  • Language : En, Es, Fr & De
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Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic Innovative Approaches


Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic  Innovative Approaches
  • Author : Aboul Ella Hassanien
  • Publisher : Springer Nature
  • Release :
  • ISBN : 9783030633073
  • Language : En, Es, Fr & De
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