Introduction to Clinical Data Science

所在平台: Coursera

课程主页: https://www.coursera.org/learn/introduction-clinical-data-science

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课程简介

课程名称:临床数据科学导论 课程概述:本课程旨在帮助您完成“临床数据科学专业化”中的所有部分。您将学习临床数据的生成方式、数据格式及其伦理和法律限制。即使您是初学者,课程还将教授您足够的SQL和R编程技能,以完成整个专业化课程。在学习过程中,您将访问一个实际的临床数据集以及由我们的行业合作伙伴Google Cloud提供的免费在线计算环境。 课程结束时,您将为临床数据科学教育之旅做好准备,学习如何利用医疗系统生成的数据来改善未来患者的健康。 课程大纲: 1. 欢迎来到临床数据科学专业化:了解临床数据科学的基本概念,并获得由Google Cloud提供的免费技术环境的访问权限! 2. 介绍:临床数据:临床数据是复杂的。了解临床数据的来源及其特征。 3. 工具:SQL:发展基本的SQL(结构化查询语言)技能,并查询在临床数据科学专业化中使用的真实临床数据集。 4. 工具:R和Tidyverse:学习如何使用Tidyverse在R中实现您的临床数据科学工作流程。

课程大纲

Name:Welcome to the Clinical Data Science Specialization

Description:Learn what clinical data science is all about and get access to the free technology environment hosted by Google Cloud!

Name:Introduction: Clinical Data

Description:Clinical data are complex. Walk through the four-W's of clinical data to understand where they come from and what they look like.

Name:Tools: SQL

Description:Develop basic skills in SQL (Structured Query Language) and query the real clinical data set used in the Clinical Data Science Specialization.

Name:Tools: R and the Tidyverse

Description:Learn how to use the tidyverse to implement your Clinical Data Science Workflow in R.

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课程详情

This course will prepare you to complete all parts of the Clinical Data Science Specialization. In this course you will learn how clinical data are generated, the format of these data, and the ethical and legal restrictions on these data. You will also learn enough SQL and R programming skills to be able to complete the entire Specialization - even if you are a beginner programmer. While you are taking this course you will have access to an actual clinical data set and a free, online computational environment for data science hosted by our Industry Partner Google Cloud. At the end of this course you will be prepared to embark on your clinical data science education journey, learning how to take data created by the healthcare system and improve the health of tomorrow's patients.

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