The ALTER table command in SQL is used to modify the structure of an existing table. It can be used to add new columns, delete columns, change column sizes or data types, and add integrity constraints. Some key uses of ALTER table include adding a new column using the ADD command, modifying column properties like data type or default value using the MODIFY command, and changing the structure of a table.