Virtual Environments & pip — Roadmap Step & Resources
Isolating project dependencies so ML library versions don't clash across projects
- Level: beginner
- Estimated time: 1 days
- Roadmap: Machine Learning
Before this step
Interview questions
- Why should every Python data science project use its own virtual environment?
Study resources
- Installing packages using pip and virtual environments (Article) — The official Python Packaging Authority's guide to virtual environments and pip.
- Python Virtual Environments Explained (Video) — Corey Schafer's practical tutorial on creating and using virtual environments.
Part of
- Python Programming Fundamentals — section
- Machine Learning roadmap — the full learning path