gavinsimpson/dyr-og-data-slides

Rendered slide decks for the Dyr og Data (Animals and Data) bachelors course in the Department of Animal and Veterinary Sciences, Aarhus University

Dyr og data slides

These slides are for the Dyr og Data course at Aarhus University

Slides from videos

1. Course introduction
2. R basics
3. Data frames
4. Data wrangling
   • Data wrangling with dplyr
   • Data wrangling - pivoting
   • Data wrangling - joins
5. Data visualisation
   • Data visualisation introduction
   • Groups, facets, stats
   • Scales and guides
   • Themes and multiple plots
6. Dynamic documents
   • Data wrangling with dplyr
   • Dynamic documents
   • Markdown
   • YAML
   • Quarto
   • Making presentations with Quarto
7. Statistical Thinking
   • Introduction to Statistical Thinking
   • Descriptive statistics and EDA
     • Types of data
     • Descriptive statistics
     • Probability distributions
     • Graphical exploratory data analysis
   • Sampling and statistical inference
     • Sampling & statistical inference
   • Linear models
     • Gaussian linear models
     • Interactions
     • Generalized Linear Models

Portfolio Projects

• Data Ethics & GDPR

• Infographics

Documents from the in-class activities

1. Intro to R
2. Mathlink cubes
3. Wrangling polar bears
4. Tidying & joining data
5. Making a plot with ggplot
6. Dog morpholody data viz