https://github.com/alcampopiano/teaching_python_programming

Materials for teaching Python programming

https://github.com/alcampopiano/teaching_python_programming

Science Score: 26.0%

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    Low similarity (4.3%) to scientific vocabulary
Last synced: 10 months ago · JSON representation

Repository

Materials for teaching Python programming

Basic Info
  • Host: GitHub
  • Owner: Alcampopiano
  • Language: Jupyter Notebook
  • Default Branch: master
  • Size: 3.85 MB
Statistics
  • Stars: 2
  • Watchers: 1
  • Forks: 1
  • Open Issues: 0
  • Releases: 0
Created over 6 years ago · Last pushed over 6 years ago
Metadata Files
Readme

README.md

teachingpythonprogramming

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

Owner

  • Name: Allan Campopiano
  • Login: Alcampopiano
  • Kind: user

Combining expertise from computer science, statistics, and psychological research

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