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To-do for academic year 2022/23

There will be major changes as sections 400 and 410 will be part of the new GY7708 Geospatial Artificial Intelligence module.

Reproducible data science

  • 101 Introduction
    • Add dataframes and tibbles
    • Basic types to appendix
  • 102 Reproducibility
    • RMarkdown, no git at this point (later?)
    • Select and filter
  • 103 Data manipulation
    • Read and write data
  • 104 Table operations
    • Add additional file formats

R Scripting

  • 201 Control structures
  • 202 Functions

Data analysis

  • 301 Exploratory visualisation
    • visualisation only
  • 302 Exploratory statistics
  • 303 Comparing data
  • 304 Regression analysis