Python Progression: Moving Beyond the Basics

Episodes

  • Software install instructions
  • Python basics
  • Jupyter Notebooks
  • Data formats, tidy data, and data cleaning
  • Plotting with Vega-Altair
  • Learning how to adapt existing gallery examples
  • From notebooks to scripts
  • Command-line interfaces (CLI)
  • Good practices and tools
  • Version control (motivation)
  • Reproducible environments and dependencies
  • Where to start with documentation
  • Profiling
  • Automated testing

Reference

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  • PDF version
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  • CodeRefinery
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Python Progression: Moving Beyond the Basics
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