As a course participant, you can control your notifications within a membership site.
To control the notifications on a blog or forum post, simply click on that post and in the upper right-hand corner next to the title you will see a drop-down option that says the following. Click on it and select the notification setting you want. Once you have done this, this setting will now appear in the notification screen mentioned above.