Embedded documents are documents that are stored as part of another document. For example, if you have a collection of users and each user has an address, you could store the address as an embedded document within the user document.
Linked documents are documents that are stored in a separate collection. For example, if you have a collection of users and each user has an address, you could store the address in a separate collection and link it to the user document via a reference field.