Definition
The process of creating isolated environments for Python projects, each with its own specific Python version and installed packages, to prevent conflicts.
Why it matters (in Poovi’s context)
Critical for data science and machine learning projects where dependencies can be complex and version-sensitive.
Key properties or components
- Isolation
- Dependency Management
- Python Version Control
- Reproducibility
Contradictions or debates
None.