Setting up celery with Django can be a pain, but it doesn't have to be. In this video learn what it takes to setup Celery for deferred tasks, and as your cron replacement. We will use Celery 3.1 and Django 1.7 both introduce changes you need to be aware of.
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https://www.youtube.com/watch?v=yGGP0XNVe0w