What are the differences between pip and conda for package management?

What are the main differences between pip and conda?

Pip is a package manager for Python packages, while Conda is a package manager for any language, including Python. Pip installs packages from the Python Package Index (PyPI), whereas Conda installs packages from its own repository.

When should I use pip instead of conda?

You should use pip when you need to install packages that are only available on PyPI or when you're working in a pure Python environment.

Are there any scenarios where conda is better than pip?

Yes, conda is better when you need to manage dependencies for non-Python packages or when you want to create isolated environments easily.

Can I use both pip and conda in the same project?

Yes, but it's recommended to use conda for environment management and install packages with pip only when necessary to avoid conflicts.