The video tutorial provides a guide on setting up and developing a Java application that interacts with Couchbase Server to store and query NoSQL JSON data. It suggests visiting the Couchbase developer portal for further details on using the Couchbase Java SDK and recommends tutorials for setting up Couchbase Server on various platforms, including Ubuntu, Windows, Mac, and Docker.