Periods
Periods are the rows that all of the elements sit on like in this picture. They are all in rows with similar properties.
Groups/Families
Groups/Families are columns of elements. There are 18 numbered groups in the periodic table but the F-block columns (between groups 2 and 3) are not numbered.