Put it wherever it makes most sense to your users, it does not matter for SEO. Are you self hosting the videos or embedding links? Self-hosting will give you the most SEO power with a potential to have the vidoe thumbnail in the Google search results.
Make use of:
1. schema.org video object
2. video sitemap
3. opengraph video tags