Guide or Tips for contributing to Open Source for not-so-pro developers

What can be the communities guide for contributing to a big ( or medium ) open source projects?

What can be the approach you would recommend for them?

Should it start with big projects or with small ones?

Knowledge level may vary based on the content but still how far a coder must read the code base in order to do it?