Machine Learning and Data Analytics for Predicting, Managing, and Monitoring Disease(Advances in Medical Technologies and Clinical Practice)

用于预测、管理和监测疾病的机器学习和数据分析

人工智能

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作      者
出  版 社
出版时间
2021年06月25日
装      帧
精装
ISBN
9781799871880
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页      码
315
开      本
21.59 x 1.6 x 27.94 cm
语      种
英文
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图书简介
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 by 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.
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