Code Editor & IDE
Powerful, free code editor with excellent Python support through extensions. Features IntelliSense, debugging, Git integration, and a vast marketplace of extensions. The most popular IDE for Python data engineering with powerful features for managing virtual environments and running code.
Programming Language
Python is a high-level, interpreted programming language that has become the dominant language for data engineering. Known for its clear syntax, extensive standard library, and rich ecosystem of data-focused packages. Essential foundation for all Python data engineering work.
Virtual Environment Manager
Tools for creating isolated Python environments, allowing you to manage project-specific dependencies without conflicts. venv comes built into Python 3, while virtualenv offers additional features. Critical for professional Python development and maintaining clean, reproducible environments.