How to remove render blocking javascript/css for PageSpeed?

I ran a PageSpeed test and got this in red:

"Eliminate render-blocking JavaScript and CSS in above-the-fold content"

but I don't know how to fix it after reading their help page. Our speed is good, but the css loads slower than I'd like. How do I track down and move the js and css slowing us down?