Biostatistics for Big Data Applications

所在平台: EdxArchive

课程类别: 其他类别

大学或机构: UTMBx

授课老师: Heidi Spratt James Graham

课程主页: https://www.edx.org/archive/biostatistics-big-data-applications-utmbx-stat101x

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课程简介

Learn data analysis basics for working with biomedical big data with practical hands-on examples using R.

课程大纲

  • Basic R Programming
  • How to create and interpret graphical summaries of data
  • Basic inferential statistics including parametric and nonparametric methods

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课程详情

This course provides a broad foundation of statistical terms and concepts as well as an introduction to the R statistical software package. The topics covered are fundamental components of biostatistical methods used in both omics and population health research.

Working with biomedical big data presents many challenges; familiarity with common statistical terms and definitions, and understanding basic statistical theory will help you overcome those challenges.

Topic-specific information and examples will be followed by self-assessment opportunities for you to gauge your understanding. In addition, practice datasets and exercises will be provided for you to improve your R programming skills.

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