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Python for Data Science

A set of notebooks inspired by the book Python Data Science Handbook to get the bases of Python for data science:

  1. tips and tricks
  2. numpy
  3. pandas
  4. plot
  5. scikit-learn

Additional notebooks:

  • a simple performance test of numpy vs pandas
  • a simple analysis of the titanic dataset with pandas