course outline-analystadda

Course Outline

Data preparation and cleaning using R

  1. Needs & methods of data preparation
  2. Handling missing values
  3. Outlier treatment
  4. Transforming variables
  5. Derived variables
  6. Binning data
  7. Modifying data with Base R
  8. Data processing with dplyr package
  9. Using SQL in R
  10. Practice assignment