Introduction to Programming for Data Science

Episodes

  • Basics of Programming
  • Jupyter Notebooks
  • Python basics
  • R basics
  • Working with data in Python
  • Plotting with Vega-Altair

Reference

  • Software install instructions
  • Going through the course using Google Colab

Other materials

  • Tidy data and dealing with messy data
  • Customizing plots
  • Learning how to adapt existing gallery examples
  • Sharing plots and notebooks
  • Reading data in custom format
Introduction to Programming for Data Science
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