If you celebrate, you do something enjoyable because of a special occasion or to mark someone's success.

If an organization or country is celebrating an anniversary, it has existed for that length of time and is doing something special because of it.

When priests celebrate Holy Communion or Mass, they officially perform the actions and ceremonies that are involved.