Sites

Official

• Python Docs

• Python Reference

• PEP-8 style guide

• Python Wiki

• Python Lexical Analysis

Courses and Tutorials

• Python Playlist (freeCodeCamp)

• Intermediate Python Programming (freeCodeCamp)

• Object Oriented Programming in Python (freeCodeCamp)

Language Fundamentals

• Getting Started - Python Tutorial

• Built-in DataTypes

• Variables

  • Scopes

• Operators

  • Operator Precedence

  • Ternary Operator

  • Walrus Operator

  • Unpacking Operator (* & **)

• Control Flow

  • if, elif and else

  • match keyword

• Loops

  • while loop

  • for loop

  • break & continue

• Exception Handling

  • try, except and finally

  • raise keyword

  • Built-in Exceptions

• Keywords

• Expressions, Simple Statements & Compound Statements

• Functions

  • Built-In Functions

  • Function Arguments (*args & **kwargs)

  • Lambda Functions

  • Decorators

  • Closures and nonlocal keyword

  • Generators

• Data Types and Data Structures

  • Lists (List Comprehension)

  • Tuples

  • Sets

  • Dictionaries

  • Binary Sequence Types

  • Iterators (tutorial)

  • queue

  • array

  • heapq (min-heap)

  • bisect (sorted lists)

  • collections

  • collections.abc (abstract base class)

  • enum

  • Time Complexities

• Mutability

• Context Managers

• File I/O

• Python Objects (Data Model)

  • OOP Basics

  • Constructors (__init__() & __new__())

  • Instance and Class Attributes

  • Instance, Class and Static Methods

  • Inheritance (super())

  • Multiple Inheritance (mro)

  • Access Modifiers (_protected & __private)

  • Getter and Setter (@property & property())

  • Magic Methods

  • Abstract Classes

  • Data Classes

• Python Packages (working with modules)

• Docstrings (documenting code)

• Typing

• Concurrency

Modules and Libraries

• pip Docs

• Standard Library

Main Modules

• argparse
• copy
• csv
• functools
• inspect
• logging
• itertools
• os
• pathlib
• random
• shutil
• sqlite3
• subprocess
• sys
• unittest
• urllib

(Complete Index)

Asynchronous Programming

• Coroutines & Subtasks

• asyncio - TechWithTim Video

• Streams

Concurrency

• threading (Intro to threading)

• multiprocessing

• concurrent.futures

Networking Programing

• Network Programming with Python

• socket

• selector (concurrency)

Virtual Environments

• venv (built-in version of virtualenv)

• virtualenv

• pipenv

• pyenv (python executable management)

• Conda

Linting

• Pylint

Static Typing

• Static Analysis Tools

• typing

• mypy

Unit Testing

• pytest

Backend Development

• FastAPI