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As I said in a comment, it’s probably because you installed celery 4.0.0.
the tutorial you followed uses celery 3.0.23.
If you really want to use the tutorial use pip install django-celery==3.0.23
this is not recommended because it’s an outdated version.
Source:stackexchange.com