The linked video is created with tools similar to Adobe After Effects and it's a little complicated software to work with since it requires knowledge but it isn't impossible to do. A more user friendly tool is ProShow Gold. It gives you the same possibilities to add text, effects, image depth and zoom effects, music, etc. You can test drive the application in trial mode to get an idea of what's all about. You can watch tutorials that are available from within the application.