Course: Reproducible Research

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Lecture Materials

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The links below are to the materials used during the lecture portions of this course. To sign up to take the course online, please visit the Johns Hopkins Data Science Specialization.

Week 1

» Reproducible Research: Concepts and Ideas

» Scripting Your Analysis

» Structure of Data Analysis, Part 1

» Structure of Data Analysis, Part 2

» Organizing Your Analysis

Week 2

» Coding Standards in R

» Markdown

» R Markdown

» knitr

Week 3

» Communicating Results

» Reproducible Research Checklist

» Evidence-Based Data Analysis

Week 4

» Case Study: Air Pollution