Python

Full outline

Learn Python the way it is actually used: clean idiomatic code, the standard library, typing, async, testing, packaging, and the two directions most people take it — web backends and data/ML.

1. 01The Language

   Write Python that reads like Python.

   • Syntax & data types

     Variables, control flow, and the built-in types that cover most of your needs.

   • Functions & comprehensions

     Idiomatic Python leans hard on comprehensions and first-class functions.

   • Classes & data models

     Objects, dunder methods, and the dataclasses that replace most boilerplate.

   • Errors & context managers

     Fail loudly, clean up reliably.

2. 02Modern Python

   The tooling that makes Python feel professional.

   • Type hints

     Optional, but standard in any serious codebase.

   • Async Python

     asyncio for I/O-bound concurrency.

   • Tooling & packaging

     Environments, dependencies and distribution, solved.

   • Testing

     pytest makes tests cheap enough that you actually write them.

3. 03Apply It

   Two directions most Python careers take.

   • Web APIs with FastAPI

     Typed, async, auto-documented APIs with very little ceremony.

   • Djangooptional

     Batteries included — ORM, admin, auth — for content-heavy applications.

   • Data with pandas & NumPy

     The core of every Python data workflow.

   • Scripting & automation

     Where Python quietly earns its keep every single day.