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teaching_python_programming

Materials for teaching Python programming

Topics include:

  1. introduction to programming
  2. introduction to Python
  3. basic programming concepts
  4. methods and functions
  5. spreadsheets and Pandas
  6. intro to data visualization
  7. visualization with Altair part 1
  8. visualization with Altair part 2

These materials cover many data wrangling and visualization concepts that are useful to know as a data scientist. For example, the following depiction of the so-called groupby operation is important to understand for data professionals that need to compute metrics based on various groupings of their data. alt text