I use VideoPad Video Editor, it's free, uses very low CPU and RAM and it's better than Sony Vegas. If you are on a budget just get VideoPad. I use it all the time for my videos and my videos turn out perfect :)
Features:
-Low CPU Usage
-Uses little RAM
-Multi-track editing
-FREE