Advanced Python Programming

Learn via : Virtual Classroom / Online
Duration : 3 Days
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    In this Python training course, students already familiar with Python programming will learn advanced Python techniques.

    This advanced Python course is taught using Python 3; however, differences between Python 2 and Python 3 are noted.


    Delegates will learn to

    • work with Jupyter Notebook.
    • work with the Collections module.
    • about mapping and filtering and lambda functions.
    • advanced sorting.
    • work with regular expressions in Python.
    • work with databases, CSV files, JSON, and XML.
    • write object-oriented code in Python.
    • test and debug your Python code.
    • about Unicode and text encoding.


Advanced Python Concepts

  • Advanced List Comprehensions
    • Quick Review of Basic List Comprehensions
    • Multiple for Loops
  • Collections Module
    • Named Tuples
    • Default Dictionaries
    • Counters
  • Mapping and Filtering
  • Lambda Functions
  • Advanced Sorting
    • Sorting Lists in Place
    • Sorting Sequences of Sequences
    • Sorting Sequences of Dictionaries
  • Unpacking Sequences in Function Calls
  • Modules and Packages

Regular Expressions

  • Regular Expression Syntax
  • Python’s Handling of Regular Expressions

Working with Data

  • Databases
  • CSV
  • Getting Data from the Web
  • HTML
  • XML
  • JSON

Classes and Objects

  • Creating Classes
  • Attributes, Methods and Properties
  • Extending Classes
  • Documenting Classes
  • Static, Class, Abstract Methods
  • Decorators

Testing and Debugging

  • Creating Simulations
  • Testing for Performance
  • The unittest Module

Unicode and Encoding

  • Encoding and Decoding Files in Python
  • Converting a File from cp1252 to UTF-8


Introduction to Python Programming