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In yesterday's lecture, we discussed how to alter column data types in Microsoft SQL Server. By using the ALTER command and specifying the table and column names, we can change the size and type of columns. For example, we can change a numeric column to a varchar, increase the column size from 15 to 50, and more. This allows for flexibility in modifying database structures.