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In this twelfth tutorial, the instructor explains how to insert data into SQL tables using the INSERT query. The INSERT query allows adding data one row at a time, with two main options: specifying the columns for data storage or not specifying them. If the columns are not specified, the order of the values in the INSERT query must match the order they will be stored in the table. The tutorial promises to illustrate the INSERT query through practical examples soon, ensuring clarity on the topic.