MDS
- Data Analysis with R
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Lectures
- Programming in R
- 1-Introduction to data science and R
- 2-Basics in R
- 3-Data structures and basic calculations
- 4-Operators
- 5-Data wrangling - 1.Import
- 6-Data wrangling - 2.Tidy Data
- Data exploration & visualization
- 7-Data wrangling - 3.Transformation
- 8-Intro2Visualization - Part 1
- 9-Intro2Visualization - Part 2(Adjusting plots)
- 10-Handling and visualization of categorical data
- 11-R Markdown for communication
- Statistical Modelling
- 12-Intro2Statistical Modelling - Part 1
- 13-Intro2Statistical Modelling - Part 2
- 14-Model building and selection
- 15-Modelling demonstration
- Programming in R
- 16-String manipulation and regular expressions
- 17-Functions and Iteration 1 (Loops)
- 18-Iteration 2 (purrr and the map family)
- slides, keyboard shortcuts:
- o: outline
- w: widescreen on/off
- f: fullscreen on/off
- ctrl +/ ctrl -: zoom in/out
- p: presenter mode with additional info (NOT in Safari)
- Exercises
- Misc
- Videos
Lecture videos
