python-ml-engineering

Python engineering foundations applied to ML and AI systems.

This repository covers core Python concepts with a focus on writing clean, efficient, and production-ready code for machine learning contexts.

Topics

• Data structures and algorithms for ML pipelines
• Object-oriented design patterns in Python
• Performance and memory optimization
• Pythonic code and best practices (PEP8, type hints, docstrings)
• Functional programming patterns

References

• Complete Python Bootcamp — Udemy
• Introdução à Ciência da Computação com Python — USP/Coursera
• Python do Jeito Certo — Programação Dinâmica