Python Programming Fundamentals — Machine Learning Roadmap
The general-purpose programming skills almost every ML tool is built on top of
Steps in Python Programming Fundamentals
- Python Syntax & Data Types — beginner · Variables, numbers, strings, booleans and basic Python syntax
- Control Flow & Functions — beginner · if/else, loops, defining functions and default/keyword arguments
- Data Structures (Lists, Dicts, Sets, Tuples) — beginner · Python's core built-in collections and when to use each
- Object-Oriented Python — beginner · Classes, objects and writing reusable, organized code
- File I/O & Working with Modules — beginner · Reading/writing files and organizing code into importable modules
- Virtual Environments & pip — beginner · Isolating project dependencies so ML library versions don't clash across projects
Part of
- Machine Learning roadmap — the full learning path