Widgets on blog page only

Hi,

I am designing a portfolio website. It contains pages and one blog page. There are some widgets I would like to uses on all pages including the blog page, like social media icons. But there are some widgets I would like to use on just the blog page and not the other pages, like recent posts. How can I do this?

Thanks,
Jen