Colleges and Universities Offering Data Modelling, Analysis and Visualisation Using R in South Africa

  • Course Name: Data Modelling, Analysis and Visualisation Using R()
  • Major Subject:
  • Course Category: Certificate Courses

Institutions Offering Data Modelling, Analysis and Visualisation Using R

  • Garvey Africa Institute Garvey Africa Institute, Pretoria   
    Course content
    -Data sets with mostly categorical variables
    -Mixture of categorical and continuous variables
    -Longitudinal data
    -Data modelling and visualisation techniques using R
    -Plotting: scatterplots, bar plots, boxplots
    -Lattice graphics Linear and multiple regression models and analysis of variance
    -Multivariate and tree-based methods
    -Functions
    -GLM, and general non-linear models
    -Multi-level models, repeated measures and time series
    -Advanced programming topics
    -Communication skills
    -Overview of statistical analysis
    -Introduction to R
    -An overview of R
    -Data management in R
    -R data structures
    -Data sets with mostly continuous variables




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