Internet Explorer: Right-click the title of the video and select "Save Target As..." and choose a download location.
Firefox/Chrome: Right-click the title of the video and select "Save Link As..." and choose a download location.
Safari: Right-click the title of the video and select "Download Linked File As..." and choose a download location.