Is it better to use path() or url() in urls.py for django 2.0?

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In a django online course, the instructor has us use the url() function to call views and utilize regular expressions in the urlpatterns list. I"ve seen other examples on youtube of this. e.g.

from django.contrib import admin
from django.urls import include
from django.conf.urls import url

urlpatterns = [
    path("admin/", admin.site.urls),
    url(r"^polls/", include("polls.urls")),
]


#and in polls/urls.py

urlpatterns = [        
    url(r"^$", views.index, name="index"),
]

However, in going through the Django tutorial, they use path() instead e.g.:

from django.urls import path
from . import views

urlpatterns = [
    path("", views.index, name="index"),        
]

Furthermore regular expressions don"t seem to work with the path() function as using a path(r"^$", views.index, name="index") won"t find the mysite.com/polls/ view.

Is using path() without regex matching the proper way going forward? Is url() more powerful but more complicated so they"re using path() to start us out with? Or is it a case of different tools for different jobs?

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