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所在平台: Coursera专项课程 |
课程主页: https://www.coursera.org/specializations/data-science-for-health-research
课程评论：没有评论
课程名称：健康研究的数据科学 简介：该课程由密歇根大学提供，旨在教授如何处理、可视化和分析健康数据。课程涵盖数据导入、处理以及基本统计模型的拟合，能够帮助学习者掌握数据科学在健康研究中的应用。参与者可以免费注册。 课程大纲： 1. **数据排布与可视化（使用R语言）** - 课程链接：[Arranging and Visualizing Data in R](https://www.coursera.org/learn/arranging-visualizing-data-r) - 描述：本课程为学习者提供R统计环境的初步了解，采用逐步教学的方式，适合初学者。 2. **健康数据的线性回归建模** - 课程链接：[Linear Regression Modeling for Health Data](https://www.coursera.org/learn/linear-regression-modeling-health-data) - 描述：该课程为学习者提供统计建模的初步视角，帮助理解线性回归在健康数据分析中的应用。 3. **健康数据的逻辑回归与预测** - 课程链接：[Logistic Regression and Prediction for Health Data](https://www.coursera.org/learn/logistic-regression-prediction-health-data) - 描述：本课程引导学习者分析二项（或二元）结果，使其掌握逻辑回归模型的构建与应用。 这些课程提供了一个系统的框架，使学习者能够在健康研究中的数据科学领域建立坚实的基础。
Course Link: https://www.coursera.org/learn/arranging-visualizing-data-r
Name:Arranging and Visualizing Data in R
Description:Offered by University of Michigan. This course provides a first look at the R statistical environment. Beginning with step-by-step ... Enroll for free.
Course Link: https://www.coursera.org/learn/linear-regression-modeling-health-data
Name:Linear Regression Modeling for Health Data
Description:Offered by University of Michigan. This course provides learners with a first look at the world of statistical modeling. It begins with a ... Enroll for free.
Course Link: https://www.coursera.org/learn/logistic-regression-prediction-health-data
Name:Logistic Regression and Prediction for Health Data
Description:Offered by University of Michigan. This course introduces learners to the analysis of binary/dichotomous outcomes. Learners will become ... Enroll for free.
Offered by University of Michigan. Wrangle, Visualize and Analyze Health Data. Import, process data and fit basic statistical models to ... Enroll for free.
