Python notes
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  • Number and string
  • Data structure
  • Control flow
  • Function, generator and class
  • Module and package
  • Numpy notes
  • Pandas notes
  • Regex notes
  • PySpark
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Python notesΒΆ

This document includes the practical knowledge, concepts, ideas and tricks of Python that often appear in my daily data engineering/science work.

  • Number and string
    • Number
    • String
  • Data structure
    • List
    • Tuple
    • Set
    • Dictionary
  • Control flow
    • for loop
    • if else
    • while
    • break, continues
  • Function, generator and class
    • Function
    • Generator
    • Class
  • Module and package
    • Module
    • Package
  • Numpy notes
    • Create array
    • Basics
    • Math operations
    • Select
    • Transform
  • Pandas notes
    • Import file
    • Overview
    • Select
    • Statistic summary
    • Lambda function
  • Regex notes
    • re module
    • Special characters
    • Example
  • PySpark
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