Python vs Virtual Environment

Python is an accessible, general-purpose programming language used in J21 as a trading automation tool, chosen for its readable syntax, financial library ecosystem, and broad adoption in quantitative finance.

A virtual environment is an isolated Python installation created per project that contains only that project's specific library dependencies, preventing version conflicts between different Python applications.