The Republic of Ireland are among the second seeds in the draw, which gets underway from 11am.
Euro 2016 is being hosted by France and will be made up of 24 nations for the first time.
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In a change from previous qualifying campaigns, the hosts will be put into a qualfying group- meaning that France will be slotted into the group of five teams.
However, their ten matches would be classified as 'friendlies', meaning that no points would be awarded for any of the matches.