I followed a bunch of different sets of instructions and none of them worked. This is the one I found that finally worked so I'm saving it here for my future self & anyone else that might be struggling with the same thing.

http://prodomainblog.com/wordpress/increase-maximum-file-upload-size-wordpress-digitalocean