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Introduction to R, databases and reproducibility for AMR Epidemiologists
Introduction to R, databases and reproducibility for AMR Epidemiologists
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Introduction to R, databases and reproducibility for AMR Epidemiologists
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EPISODES
Summary and Setup
1. Introduction to R and RStudio
2. Project Management With RStudio
3. Seeking Help
4. Data Structures
5. Exploring Data Frames
6. Subsetting Data
7. Creating Publication-Quality Graphics with ggplot2
8. Writing Data
9. Data Frame Manipulation with dplyr
10. Data Frame Manipulation with tidyr
11. Producing Reports With Quarto
12. Basic Statistics: describing, modelling and reporting
13. Logistic Regression
14. Linear regression and Broom
15. SQL and R
16. Writing Good Software
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