Data Analytics for Pandemics: A COVID-19 Case Study

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Data Analytics for Pandemics: A COVID-19 Case Study (Intelligent Signal Processing and Data Analysis)
by Gitanjali Rahul Shinde
English | 2021 | ISBN: 0367558467 | 84 Pages | PDF EPUB | 3.41 MB

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:

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