MiTU,

Nothing to worry and this is really easy to do also. You can follow what Solutho said but there is a plugin to do this also.

Plugin - Simply Exclude

Install the plugin and visit the settings page. Do as the screenshots show below :



Well in my blog these are the categories and respectively do this in your blog too.



I hope that helped you out.