I have created a video below to share with you how to have different sidebar for different wordpress pages. The plugin that I use is call the Custom Sidebars. It is an incredibly powerful and easy to use plugin if you do not want to have the same sidebar on all wordpress pages.
All thanks to Marquex for this fantastic plugin!