Link diversification refers to getting back links from a variety of sources, domains and site types. It is important that the back links are quality and relevant. Cover all bases of the internet, forums, blogs, social media etc.
Chopra has explained it very nicely here. This is exactly what Link Diversification is. Also it is important to get those links from quality and relevant sites.