Python Roadmap¶

• Roadmap: https://roadmap.sh/python

1. Learn the Basics¶

• 1.1 Basic Syntax
• 1.2 Variables and Data Types
• 1.3 Conditionals
• 1.4 Loops
• 1.5 Type Casting
• 1.6 Exceptions
• 1.7 Functions, Builtin Functions
• 1.8 Lists
• 1.9 Tuples
• 1.10 Sets
• 1.11 Dictionaries

2. Data Structures & Algorithms¶

• 2.1 Builtin
• 2.2 Custom
• 2.3 Arrays and Linked Lists
• 2.4 Hash Tables
• 2.5 Heaps, Stacks and Queues
• 2.6 Binary Search Tree
• 2.7 Recursion
• 2.8 Sorting Algorithms

3. Modules¶

• 3.1 Builtin
• 3.2 Custom

4. Lambdas¶

5. Decorators¶

6. Iterators¶

7. Regular Expressions¶

8. Object Oriented Programming¶

• 8.1 Classes
• 8.2 Inheritance
• 8.3 Methods, Dunder

9. Package Managers¶

• 9.1 PyPI
• 9.2 Pip
• 9.3 Conda
• 9.4 uv
• 9.5 Poetry

10. Common Packages¶

• 10.1 pyproject.toml
• 10.2 Configuration

11. List Comprehensions¶

12. Generator Expressions¶

13. Paradigms¶

14. Context Manager¶

15. Environments¶

• 15.1 Pipenv
• 15.2 virtualenv
• 15.3 pyenv

16. Static Typing¶

• 16.1 typing
• 16.2 mypy
• 16.3 pyright
• 16.4 pyre
• 16.5 Pydantic

17. Code Formatting¶

• 17.1 ruff
• 17.2 black
• 17.3 yapf

18. Documentation¶

• 18.1 Sphinx

19. Concurrency¶

• 19.1 GIL
• 19.2 Threading
• 19.3 Multiprocessing
• 19.4 Asynchrony

20. Learn a Framework¶

20.1 Synchronous¶

• 20.1.1 Pyramid
• 20.1.2 Plotly Dash

20.2 Asynchronous¶

• 20.2.1 gevent
• 20.2.2 aiohttp
• 20.2.3 Tornado
• 20.2.4 Sanic

20.3 Synchronous + Asynchronous¶

• 20.3.1 Fast API
• 20.3.2 Django
• 20.3.3 Flask

21. Testing¶

• 21.1 doctest
• 21.2 nose
• 21.3 pytest
• 21.4 unittest / pyUnit
• 21.5 tox