Understanding data models involves distinguishing between logical and physical structures. Popular models include relational databases, which require extensive design, and document models that align closely with modern application data formats like JSON. Additionally, the conversation touches on the advantages of in-memory databases and various storage formats, highlighting the versatility of options like key-value and graph databases.
