If you setup a Teacher group and a Students group within the necessary course and force it then Students will only be able to see the posts that are in their own group and not ones in the group they don't belong to. Teachers can still post to the student group if they are also a member.
Hope this is helpful.
Forum
I can google my posts in the forums
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