Cannot connect to Neo4j Browser on Amazon EC2 instance

Yeah, that sounds like AWS to me.

As for the impenetrability of Cypher, which itself is a graph of features, and as such there are many starting points. My advice is to start here:

...and, a couple shameless plugs: