Python Pro Features

[Note: Ongoing work, one commit at time. I would like creating my own version of all topics mentioned in below outline, but I due to other commitments, I can't promise I will. If I am unable to create content for a given topic, I will link some external good resources. I also compiled resources for further learning(see further learning). Feedback or suggestion for other good Python resources are welcome]

Python is a popular programming language that emphasizes efficiency, readability and simplicity ahead of anything. Due to its rich standard library, it has been called "a battery included" language.

This repository is a home of Python most advanced concepts and features. It's an extension of a former repository of Python basics.

Outline

• Basics Beyond Basics:
  • Recursion
  • Dynamic Programming
  • Bit Manipulation
  • Measuring and Understanding Program Efficiency with Big-O
• Code Formatting
• Writing Pythonic Code: Tricks and Know How to's
• Decorators
• Generators
• Itertools
• Collections
• OOP - Classes and Objects: notebook, markdown
• OOP - Inheritance: notebook, markdown
• OOP - Magic Methods: article
• Logging
• Threading
• Testing, Debugging, Exceptions, and Assertions: video, slides
• Regular Expressions: part 1, part 2
• Python Modules
• Working with:
  • Files and Command Line
  • Json
  • Google Sheets
  • PDF

Further Learning

• MIT Introduction to Computer Science and Programming in Python
• Automate the Boring Stuff with Python by AI Sweigart
• Beyond the Basic Stuff with Python by AI Sweigart
• Awesome Python Articles by Real Python

Thanks to Symon for suggesting some concepts to cover in this repository.