This document discusses NoSQL databases and how they relate to big data. It provides examples of column-oriented NoSQL databases like Cassandra, document-oriented databases like MongoDB, and key-value stores like Dynamo. It also briefly summarizes characteristics of different database categories and how big data problems can be differentiated based on the five V's: volume, velocity, variety, value and variability.