what can data and analytics tell us about covid 19

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Data Analytics for Pandemics
Author :
Publisher : CRC Press
Release Date :
ISBN 10 : 1000204413
Pages : 68 pages
Rating : /5 ( users)
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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.

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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Heterogeneous Data Management  Polystores  and Analytics for Healthcare

Download or read online Heterogeneous Data Management Polystores and Analytics for Healthcare written by Vijay Gadepally, published by Springer Nature which was released on . Get Heterogeneous Data Management Polystores and Analytics for Healthcare Books now! Available in PDF, ePub and Kindle.

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Information and Communication Technologies in Tourism 2021

Download or read online Information and Communication Technologies in Tourism 2021 written by Wolfgang Wörndl, published by Springer Nature which was released on . Get Information and Communication Technologies in Tourism 2021 Books now! Available in PDF, ePub and Kindle.

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Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic  Innovative Approaches

Download or read online Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic Innovative Approaches written by Aboul Ella Hassanien, published by Springer Nature which was released on . Get Digital Transformation and Emerging Technologies for Fighting COVID 19 Pandemic Innovative Approaches Books now! Available in PDF, ePub and Kindle.

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Computational Modeling and Data Analysis in COVID 19 Research

This book covers recent research on the COVID-19 pandemic. It includes the analysis, implementation, usage, and proposed ideas and models with architecture to handle the COVID-19 outbreak. Using advanced technologies such as artificial intelligence (AI) and machine learning (ML), techniques for data analysis, this book will be helpful to mitigate

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Big Data Analytics and Artificial Intelligence Against COVID 19  Innovation Vision and Approach

This book includes research articles and expository papers on the applications of artificial intelligence and big data analytics to battle the pandemic. In the context of COVID-19, this book focuses on how big data analytic and artificial intelligence help fight COVID-19. The book is divided into four parts. The first

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Data Analytics for Coronavirus Disease  COVID 19  Outbreak

"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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People Analytics

Discover powerful hidden social "levers" and networks within your company… then, use that knowledge to make slight "tweaks" that dramatically improve both business performance and employee fulfillment! In People Analytics, MIT Media Lab innovator Ben Waber shows how sensors and analytics can give you an unprecedented understanding of how your

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Trust

Trust Creating the Foundation for Entrepreneurship in Developing Countries Entrepreneurial ventures often fail in the developing world because of the lack of something taken for granted in the developed world: trust. Over centuries the developed world has built up customs and institutions like enforceable contracts, an impartial legal system, credible

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Learning Spark

Data is bigger, arrives faster, and comes in a variety of formats—and it all needs to be processed at scale for analytics or machine learning. But how can you process such varied workloads efficiently? Enter Apache Spark. Updated to include Spark 3.0, this second edition shows data engineers and data

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The Power of People

Learn from Today’s Most Successful Workforce Analytics Leaders Transforming the immense potential of workforce analytics into reality isn’t easy. Pioneering practitioners have learned crucial lessons that can help you succeed. The Power of People shares their journeys—and their indispensable insights. Drawing on incisive case studies and vignettes,

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Strategy Beyond the Hockey Stick

Beat the odds with a bold strategy from McKinsey & Company “Every once in a while, a genuinely fresh approach to business strategy appears” – legendary business professor Richard Rumelt, UCLA McKinsey & Company’s newest, most definitive, and most irreverent book on strategy—which thousands of executives are already using—is a

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Data Science for Business

Written by renowned data science experts Foster Provost and Tom Fawcett, Data Science for Business introduces the fundamental principles of data science, and walks you through the "data-analytic thinking" necessary for extracting useful knowledge and business value from the data you collect. This guide also helps you understand the many

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Intelligent Systems and Methods to Combat Covid 19

Download or read online Intelligent Systems and Methods to Combat Covid 19 written by Amit Joshi, published by Springer Nature which was released on . Get Intelligent Systems and Methods to Combat Covid 19 Books now! Available in PDF, ePub and Kindle.

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Data Analytics

Good data analytics is the basis for effective decisions. Whoever has the data, has the ability to extract information promptly and effectively to make pertinent decisions. The premise of this handbook is to empower users and tool developers with the appropriate collection of formulas and techniques for data analytics and

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