"Flattened out" usually refers to a database where you have one (or several) very large tables.
“Normalized” refers to whether data has been organized into well-structured linked tables. This usually reduces duplication of values between the rows in the table, pulling the values into a separate table and referring to it by identifier.
For more information, see Normalizing the Database .