Python Tooling & Data Fundamentals¶
Modern Python development is defined by its toolchain: uv for reproducible environments, pytest for confident testing, ruff and mypy for code quality, and NumPy/pandas at the heart of every data task. These four tools appear in every production Python project and every technical interview. Build fluency here before moving on to services and infrastructure.