Is there a way to opt-out the download bar on the bottom of Chrome?

Is there a way to opt-out the download bar on the bottom of Chrome?

I just think it's annoying, that every time when I download something in Chrome I need to manually click the bottom download bar to make it away. Is there a way to disable the download bar showing on the bottom ?