Machine Learning and Data Analytics for Predicting,Managing,and Monitoring Disease

Machine Learning and Data Analytics for Predicting,Managing,and Monitoring Disease
Author: Roy,Manikant and Gupta,Lovi Raj
Publisher finelybook 出版社: Medical Information Science Reference (June 25,2021)
Language 语言: English
Print length 页数: 264 pages
ISBN-10: 1799871886
ISBN-13: 9781799871880
Book Description
Data analytics is proving to be an ally for epidemiologists as they join forces with data scientists to address the scale of crises. Analytics examined from many sources can derive insights and be used to study and fight global outbreaks. Pandemic analytics is a modern way to combat a problem as old as humanity itself: the proliferation of disease. Machine Learning and Data Analytics for Predicting,Managing,and Monitoring Disease explores different types of data and discusses how to prepare data for analysis,perform simple statistical analyses,create meaningful data visualizations,predict future trends from data,and more Author: applying cutting edge technology such as machine learning and data analytics in the wake of the COVID-19 pandemic. Covering a range of topics such as mental health analytics during COVID-19,data analysis and machine learning using Python,and statistical model development and deployment,it is ideal for researchers,academicians,data scientists,technologists,data analysts,diagnosticians,healthcare professionals,computer scientists,and students.