Streaming is like watching a video on YouTube. Downloading is well... Downloading! This will take up some disk space and you'll have to wait until the download is complete in order to watch it, but once it's on your computer, it'll be there forever (remember to back-up!).
I personally prefer downloads, but that's just my personal opinion.