How do I change posts into a custom post type in bulk?

Before you try anything like this, BACK UP YOUR DATABASE!

Do you want to change all posts, or is there some selection criterion?

You can probably do what you want through phpMyAdmin or a similar tool with a SQL UPDATE statement, but more information is needed to give more specific help.

Here is an article that talks about this topic.