TLDR: The neo4j sandbox is a super quick and easy way to get started on exploring graph databases.
When I moved to a team using a Neo4j database, I was fortunate enough to have a couple experts around to help me set it up and walk me through the basics.
One of them pointed me to the Neo4j sandbox website where you can quickly start up a project without having to install anything, and they even have a handful of pre-built projects with tutorials to teach you the ins and outs of Neo4j and its query language, Cypher.
In fact, I just discovered a Recommendation project in the sandbox that they must have added since I was last there, so if you'll please excuse me, I have some graphs to database.
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