How to avoid certain category posts and how to include them

Say I have a blog – myblog.com with few categories in which one being “mycat” .

Now I want to show every post in homepage other than the ones in “mycat”.

But.. it should show up if I go to the category page that is myblog.com/category/mycat

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Any help is appreciated.