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Programming languages

R (4.6)

The planned outline of 16 modules. Lessons are written, run and reviewed before they are published.

Coming soon 16 modules

Coming soon. This track is being written. Below is its planned outline: a lesson appears here once its examples have been run and its technical review is signed off.

Planned outline

  1. Module 1

    Start here: R, the console and a working setup

    Coming soon
  2. Module 2

    Vectors, types and missing values

    Coming soon
  3. Module 3

    Factors, matrices, lists and data frames

    Coming soon
  4. Module 4

    Control flow, functions and errors

    Coming soon
  5. Module 5

    Pipes, functionals and iteration

    Coming soon
  6. Module 6

    Strings, regular expressions, dates and times

    Coming soon
  7. Module 7

    Importing and exporting data

    Coming soon
  8. Module 8

    Data wrangling: dplyr, tidyr and data.table

    Coming soon
  9. Module 9

    Visualisation with base graphics and ggplot2

    Coming soon
  10. Module 10

    Exploration, description and classical inference in R

    Coming soon
  11. Module 11

    Statistical modelling in R

    Coming soon
  12. Module 12

    Specialised methods: survival, time series, multivariate, Bayesian and more

    Coming soon
  13. Module 13

    R in research domains: biology, economics, surveys and health

    Coming soon
  14. Module 14

    Reproducible research and reporting

    Coming soon
  15. Module 15

    Advanced R programming

    Coming soon
  16. Module 16

    Writing packages and sharing apps

    Coming soon

Official documentation

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