Modern Python developers use virtual environments (venvs), to keep their projects and dependencies separate. Managing project dependencies gets more complex as the number of dependencies grows.

Astral's uv utility simplifies and speeds up working with Python virtual environments. But it has some other superpowers, too: it lets you run Python packages and programs without having to formally ...

Over the past decade, open-source software has become a transformative force for data science and AI development, collaboration, and innovation. Among its benefits are transparency, cost-effectiveness ...