A good primer is located here:
http://gregdemetrick.com/2011/10/06/magento-customer-groups-vs-segments/
One thing I really wanted to add to that list so others can know:
Customer groups are related the catalog promotional rules.
vs.
Customer segments are related to shopping cart promotional rules.
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