What's the difference between venv and conda?

What's the difference between venv and conda?

Both venv and conda are tools for creating isolated Python environments, but they have different features and use cases.

Can you explain how to create a virtual environment using both?

Sure! For venv, you can use the command python -m venv myenv. For conda, you would use conda create --name myenv.

Which one is better for data science projects?

Conda is often preferred for data science because it manages packages and dependencies more effectively, especially for non-Python libraries.

Are there any performance differences between the two?

Generally, performance is similar, but conda can be slower to resolve dependencies due to its more comprehensive package management.