Graph databases are a new paradigm for many folks. Hear Apache TinkerPop committer Ted Wilmes introduce graph topics and map them to their well-known SQL cousins.
The graph landscape
What is Apache Tinkerpop? SQL ecosystem side-by-side and terminology
Graph indexing and constraints
Graph queries & analytics with Gremlin and SparkGraphComputer