18 files changed, 95 insertions, 36 deletions
diff --git a/docs/api-guide/authentication.md b/docs/api-guide/authentication.md
index 1222dbf0..0d53de70 100755
--- a/docs/api-guide/authentication.md
+++ b/docs/api-guide/authentication.md
@@ -427,7 +427,7 @@ HTTP Signature (currently a [IETF draft][http-signature-ietf-draft]) provides a
 [oauth]: http://oauth.net/2/
 [permission]: permissions.md
 [throttling]: throttling.md
-[csrf-ajax]: https://docs.djangoproject.com/en/dev/ref/contrib/csrf/#ajax
+[csrf-ajax]: https://docs.djangoproject.com/en/dev/ref/csrf/#ajax
 [mod_wsgi_official]: http://code.google.com/p/modwsgi/wiki/ConfigurationDirectives#WSGIPassAuthorization
 [custom-user-model]: https://docs.djangoproject.com/en/dev/topics/auth/customizing/#specifying-a-custom-user-model
 [south-dependencies]: http://south.readthedocs.org/en/latest/dependencies.html
diff --git a/docs/api-guide/fields.md b/docs/api-guide/fields.md
index f379ac72..4d7d9eee 100644
--- a/docs/api-guide/fields.md
+++ b/docs/api-guide/fields.md
@@ -182,6 +182,12 @@ Corresponds to `django.db.models.fields.URLField`.  Uses Django's `django.core.v
 
 **Signature:** `URLField(max_length=200, min_length=None, allow_blank=False)`
 
+## UUIDField
+
+A field that ensures the input is a valid UUID string. The `to_internal_value` method will return a `uuid.UUID` instance. On output the field will return a string in the canonical hyphenated format, for example:
+
+    "de305d54-75b4-431b-adb2-eb6b9e546013"
+
 ---
 
 # Numeric fields
@@ -320,7 +326,7 @@ Both the `allow_blank` and `allow_null` are valid options on `ChoiceField`, alth
 
 ## MultipleChoiceField
 
-A field that can accept a set of zero, one or many values, chosen from a limited set of choices. Takes a single mandatory argument. `to_internal_representation` returns a `set` containing the selected values.
+A field that can accept a set of zero, one or many values, chosen from a limited set of choices. Takes a single mandatory argument. `to_internal_value` returns a `set` containing the selected values.
 
 **Signature:** `MultipleChoiceField(choices)`
 
@@ -374,7 +380,7 @@ A field class that validates a list of objects.
 
 **Signature**: `ListField(child)`
 
-- `child` - A field instance that should be used for validating the objects in the list.
+- `child` - A field instance that should be used for validating the objects in the list. If this argument is not provided then objects in the list will not be validated.
 
 For example, to validate a list of integers you might use something like the following:
 
@@ -389,6 +395,23 @@ The `ListField` class also supports a declarative style that allows you to write
 
 We can now reuse our custom `StringListField` class throughout our application, without having to provide a `child` argument to it.
 
+## DictField
+
+A field class that validates a dictionary of objects. The keys in `DictField` are always assumed to be string values.
+
+**Signature**: `DictField(child)`
+
+- `child` - A field instance that should be used for validating the values in the dictionary. If this argument is not provided then values in the mapping will not be validated.
+
+For example, to create a field that validates a mapping of strings to strings, you would write something like this:
+
+    document = DictField(child=CharField())
+
+You can also use the declarative style, as with `ListField`. For example:
+
+    class DocumentField(DictField):
+        child = CharField()
+
 ---
 
 # Miscellaneous fields
@@ -438,7 +461,7 @@ This is a read-only field. It gets its value by calling a method on the serializ
 
 **Signature**: `SerializerMethodField(method_name=None)`
 
-- `method-name` - The name of the method on the serializer to be called. If not included this defaults to `get_<field_name>`.
+- `method_name` - The name of the method on the serializer to be called. If not included this defaults to `get_<field_name>`.
 
 The serializer method referred to by the `method_name` argument should accept a single argument (in addition to `self`), which is the object being serialized. It should return whatever you want to be included in the serialized representation of the object. For example:
 
diff --git a/docs/api-guide/filtering.md b/docs/api-guide/filtering.md
index 3eb1538f..b16b6be5 100644
--- a/docs/api-guide/filtering.md
+++ b/docs/api-guide/filtering.md
@@ -391,16 +391,16 @@ We could achieve the same behavior by overriding `get_queryset()` on the views,
 
 The following third party packages provide additional filter implementations.
 
-## Django REST framework chain
+## Django REST framework filters package
 
-The [django-rest-framework-chain package][django-rest-framework-chain] works together with the `DjangoFilterBackend` class, and allows you to easily create filters across relationships, or create multiple filter lookup types for a given field.
+The [django-rest-framework-filters package][django-rest-framework-filters] works together with the `DjangoFilterBackend` class, and allows you to easily create filters across relationships, or create multiple filter lookup types for a given field.
 
 [cite]: https://docs.djangoproject.com/en/dev/topics/db/queries/#retrieving-specific-objects-with-filters
 [django-filter]: https://github.com/alex/django-filter
 [django-filter-docs]: https://django-filter.readthedocs.org/en/latest/index.html
-[guardian]: http://pythonhosted.org/django-guardian/
-[view-permissions]: http://pythonhosted.org/django-guardian/userguide/assign.html
+[guardian]: https://django-guardian.readthedocs.org/
+[view-permissions]: https://django-guardian.readthedocs.org/en/latest/userguide/assign.html
 [view-permissions-blogpost]: http://blog.nyaruka.com/adding-a-view-permission-to-django-models
 [nullbooleanselect]: https://github.com/django/django/blob/master/django/forms/widgets.py
 [search-django-admin]: https://docs.djangoproject.com/en/dev/ref/contrib/admin/#django.contrib.admin.ModelAdmin.search_fields
-[django-rest-framework-chain]: https://github.com/philipn/django-rest-framework-chain
+[django-rest-framework-filters]: https://github.com/philipn/django-rest-framework-filters
diff --git a/docs/api-guide/generic-views.md b/docs/api-guide/generic-views.md
index 6374e305..61c8e8d8 100755
--- a/docs/api-guide/generic-views.md
+++ b/docs/api-guide/generic-views.md
@@ -93,17 +93,13 @@ The following attributes are used to control pagination when used with list view
 
 * `filter_backends` - A list of filter backend classes that should be used for filtering the queryset.  Defaults to the same value as the `DEFAULT_FILTER_BACKENDS` setting.
 
-**Deprecated attributes**:
-
-* `model` - This shortcut may be used instead of setting either (or both) of the `queryset`/`serializer_class` attributes. The explicit style is preferred over the `.model` shortcut, and usage of this attribute is now deprecated.
-
 ### Methods
 
 **Base methods**:
 
 #### `get_queryset(self)`
 
-Returns the queryset that should be used for list views, and that should be used as the base for lookups in detail views.  Defaults to returning the queryset specified by the `queryset` attribute, or the default queryset for the model if the `model` shortcut is being used.
+Returns the queryset that should be used for list views, and that should be used as the base for lookups in detail views.  Defaults to returning the queryset specified by the `queryset` attribute.
 
 This method should always be used rather than accessing `self.queryset` directly, as `self.queryset` gets evaluated only once, and those results are cached for all subsequent requests.
 
@@ -153,7 +149,7 @@ For example:
 
 #### `get_serializer_class(self)`
 
-Returns the class that should be used for the serializer.  Defaults to returning the `serializer_class` attribute, or dynamically generating a serializer class if the `model` shortcut is being used.
+Returns the class that should be used for the serializer.  Defaults to returning the `serializer_class` attribute.
 
 May be overridden to provide dynamic behavior, such as using different serializers for read and write operations, or providing different serializers to different types of users.
 
diff --git a/docs/api-guide/parsers.md b/docs/api-guide/parsers.md
index 73e3a705..3d44fe56 100644
--- a/docs/api-guide/parsers.md
+++ b/docs/api-guide/parsers.md
@@ -128,7 +128,7 @@ If the view used with `FileUploadParser` is called with a `filename` URL keyword
         def put(self, request, filename, format=None):
             file_obj = request.data['file']
             # ...
-            # do some staff with uploaded file
+            # do some stuff with uploaded file
             # ...
             return Response(status=204)
 
diff --git a/docs/api-guide/routers.md b/docs/api-guide/routers.md
index 3a8a8f6c..222b6cd2 100644
--- a/docs/api-guide/routers.md
+++ b/docs/api-guide/routers.md
@@ -28,7 +28,7 @@ There are two mandatory arguments to the `register()` method:
 
 Optionally, you may also specify an additional argument:
 
-* `base_name` - The base to use for the URL names that are created.  If unset the basename will be automatically generated based on the `model` or `queryset` attribute on the viewset, if it has one.  Note that if the viewset does not include a `model` or `queryset` attribute then you must set `base_name` when registering the viewset.
+* `base_name` - The base to use for the URL names that are created.  If unset the basename will be automatically generated based on the `queryset` attribute of the viewset, if it has one.  Note that if the viewset does not include a `queryset` attribute then you must set `base_name` when registering the viewset.
 
 The example above would generate the following URL patterns:
 
@@ -60,7 +60,7 @@ For example, you can append `router.urls` to a list of existing views…
     router.register(r'accounts', AccountViewSet)
     
     urlpatterns = [
-        url(r'^forgot-password/$, ForgotPasswordFormView.as_view(),
+        url(r'^forgot-password/$', ForgotPasswordFormView.as_view()),
     ]
     
     urlpatterns += router.urls
@@ -68,15 +68,15 @@ For example, you can append `router.urls` to a list of existing views…
 Alternatively you can use Django's `include` function, like so…
 
     urlpatterns = [
-        url(r'^forgot-password/$, ForgotPasswordFormView.as_view(),
-        url(r'^', include(router.urls))
+        url(r'^forgot-password/$', ForgotPasswordFormView.as_view()),
+        url(r'^', include(router.urls)),
     ]
 
 Router URL patterns can also be namespaces.
 
     urlpatterns = [
-        url(r'^forgot-password/$, ForgotPasswordFormView.as_view(),
-        url(r'^api/', include(router.urls, namespace='api'))
+        url(r'^forgot-password/$', ForgotPasswordFormView.as_view()),
+        url(r'^api/', include(router.urls, namespace='api')),
     ]
 
 If using namespacing with hyperlinked serializers you'll also need to ensure that any `view_name` parameters on the serializers correctly reflect the namespace. In the example above you'd need to include a parameter such as `view_name='api:user-detail'` for serializer fields hyperlinked to the user detail view.
@@ -304,7 +304,7 @@ The [wq.db package][wq.db] provides an advanced [Router][wq.db-router] class (an
 The [`DRF-extensions` package][drf-extensions] provides [routers][drf-extensions-routers] for creating [nested viewsets][drf-extensions-nested-viewsets], [collection level controllers][drf-extensions-collection-level-controllers] with [customizable endpoint names][drf-extensions-customizable-endpoint-names].
 
 [cite]: http://guides.rubyonrails.org/routing.html
-[route-decorators]: viewsets.html#marking-extra-actions-for-routing
+[route-decorators]: viewsets.md#marking-extra-actions-for-routing
 [drf-nested-routers]: https://github.com/alanjds/drf-nested-routers
 [wq.db]: http://wq.io/wq.db
 [wq.db-router]: http://wq.io/docs/app.py
diff --git a/docs/api-guide/viewsets.md b/docs/api-guide/viewsets.md
index 3e37cef8..bbf92c6c 100644
--- a/docs/api-guide/viewsets.md
+++ b/docs/api-guide/viewsets.md
@@ -146,7 +146,7 @@ The decorators can additionally take extra arguments that will be set for the ro
         def set_password(self, request, pk=None):
            ...
 
-Theses decorators will route `GET` requests by default, but may also accept other HTTP methods, by using the `methods` argument.  For example:
+These decorators will route `GET` requests by default, but may also accept other HTTP methods, by using the `methods` argument.  For example:
 
         @detail_route(methods=['post', 'delete'])
         def unset_password(self, request, pk=None):
@@ -201,7 +201,7 @@ Note that you can use any of the standard attributes or method overrides provide
         def get_queryset(self):
             return self.request.user.accounts.all()
 
-Note however that upon removal of the `queryset` property from your `ViewSet`, any associated [router][routers] will be unable to derive the base_name of your Model automatically, and so you you will have to specify the `base_name` kwarg as part of your [router registration][routers].
+Note however that upon removal of the `queryset` property from your `ViewSet`, any associated [router][routers] will be unable to derive the base_name of your Model automatically, and so you will have to specify the `base_name` kwarg as part of your [router registration][routers].
 
 Also note that although this class provides the complete set of create/list/retrieve/update/destroy actions by default, you can restrict the available operations by using the standard permission classes.
 
diff --git a/docs/img/sponsors/2-galileo_press.png b/docs/img/sponsors/2-galileo_press.png
deleted file mode 100644
index f77e6c0a..00000000
--- a/docs/img/sponsors/2-galileo_press.png
+++ /dev/null
diff --git a/docs/img/sponsors/2-rheinwerk_verlag.png b/docs/img/sponsors/2-rheinwerk_verlag.png
new file mode 100644
index 00000000..ad454e17
--- /dev/null
+++ b/docs/img/sponsors/2-rheinwerk_verlag.png
diff --git a/docs/index.md b/docs/index.md
index d40f8972..c1110788 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -58,7 +58,7 @@ The following packages are optional:
 * [Markdown][markdown] (2.1.0+) - Markdown support for the browsable API.
 * [PyYAML][yaml] (3.10+) - YAML content-type support.
 * [defusedxml][defusedxml] (0.3+) - XML content-type support.
-* [django-filter][django-filter] (0.5.4+) - Filtering support.
+* [django-filter][django-filter] (0.9.2+) - Filtering support.
 * [django-oauth-plus][django-oauth-plus] (2.0+) and [oauth2][oauth2] (1.5.211+) - OAuth 1.0a support.
 * [django-oauth2-provider][django-oauth2-provider] (0.2.3+) - OAuth 2.0 support.
 * [django-guardian][django-guardian] (1.1.1+) - Object level permissions support.
diff --git a/docs/topics/3.0-announcement.md b/docs/topics/3.0-announcement.md
index 5dbc5600..59fe779c 100644
--- a/docs/topics/3.0-announcement.md
+++ b/docs/topics/3.0-announcement.md
@@ -665,7 +665,7 @@ This code *would be valid* in `2.4.3`:
         class Meta:
             model = Account
 
-However this code *would not be valid* in `2.4.3`:
+However this code *would not be valid* in `3.0`:
 
     # Missing `queryset`
     class AccountSerializer(serializers.Serializer):
@@ -826,7 +826,7 @@ The `style` keyword argument can be used to pass through additional information
 For example, to use a `textarea` control instead of the default `input` control, you would use the following…
 
     additional_notes = serializers.CharField(
-        style={'base_template': 'text_area.html'}
+        style={'base_template': 'textarea.html'}
     )
 
 Similarly, to use a radio button control instead of the default `select` control, you would use the following…
diff --git a/docs/topics/kickstarter-announcement.md b/docs/topics/kickstarter-announcement.md
index 9f99e3e6..78c5cce6 100644
--- a/docs/topics/kickstarter-announcement.md
+++ b/docs/topics/kickstarter-announcement.md
@@ -84,7 +84,7 @@ Our gold sponsors include companies large and small. Many thanks for their signi
 <li><a href="http://pulsecode.ca" rel="nofollow" style="background-image:url(../../img/sponsors/2-pulsecode.png);">Pulsecode Inc.</a></li>
 <li><a href="http://singinghorsestudio.com" rel="nofollow" style="background-image:url(../../img/sponsors/2-singing-horse.png);">Singing Horse Studio Ltd.</a></li>
 <li><a href="https://www.heroku.com/" rel="nofollow" style="background-image:url(../../img/sponsors/2-heroku.png);">Heroku</a></li>
-<li><a href="https://www.galileo-press.de/" rel="nofollow" style="background-image:url(../../img/sponsors/2-galileo_press.png);">Galileo Press</a></li>
+<li><a href="https://www.rheinwerk-verlag.de/" rel="nofollow" style="background-image:url(../../img/sponsors/2-rheinwerk_verlag.png);">Rheinwerk Verlag</a></li>
 <li><a href="http://www.securitycompass.com/" rel="nofollow" style="background-image:url(../../img/sponsors/2-security_compass.png);">Security Compass</a></li>
 <li><a href="https://www.djangoproject.com/foundation/" rel="nofollow" style="background-image:url(../../img/sponsors/2-django.png);">Django Software Foundation</a></li>
 <li><a href="http://www.hipflaskapp.com" rel="nofollow" style="background-image:url(../../img/sponsors/2-hipflask.png);">Hipflask</a></li>
diff --git a/docs/topics/release-notes.md b/docs/topics/release-notes.md
index c49dd62c..e0894d2d 100644
--- a/docs/topics/release-notes.md
+++ b/docs/topics/release-notes.md
@@ -41,6 +41,24 @@ You can determine your currently installed version using `pip freeze`:
 ## 3.0.x series
 
 
+### 3.0.4
+
+**Date**: [28th January 2015][3.0.4-milestone].
+
+* Django 1.8a1 support. ([#2425][gh2425], [#2446][gh2446], [#2441][gh2441])
+* Add `DictField` and support Django 1.8 `HStoreField`. ([#2451][gh2451], [#2106][gh2106])
+* Add `UUIDField` and support Django 1.8 `UUIDField`. ([#2448][gh2448], [#2433][gh2433], [#2432][gh2432])
+* `BaseRenderer.render` now raises `NotImplementedError`. ([#2434][gh2434])
+* Fix timedelta JSON serialization on Python 2.6. ([#2430][gh2430])
+* `ResultDict` and `ResultList` now appear as standard dict/list. ([#2421][gh2421])
+* Fix visible `HiddenField` in the HTML form of the web browsable API page. ([#2410][gh2410])
+* Use `OrderedDict` for `RelatedField.choices`. ([#2408][gh2408])
+* Fix ident format when using `HTTP_X_FORWARDED_FOR`. ([#2401][gh2401])
+* Fix invalid key with memcached while using throttling. ([#2400][gh2400])
+* Fix `FileUploadParser` with version 3.x. ([#2399][gh2399])
+* Fix the serializer inheritance. ([#2388][gh2388])
+* Fix caching issues with `ReturnDict`. ([#2360][gh2360])
+
 ### 3.0.3
 
 **Date**: [8th January 2015][3.0.3-milestone].
@@ -702,6 +720,7 @@ For older release notes, [please see the GitHub repo](old-release-notes).
 [3.0.1-milestone]: https://github.com/tomchristie/django-rest-framework/issues?q=milestone%3A%223.0.1+Release%22
 [3.0.2-milestone]: https://github.com/tomchristie/django-rest-framework/issues?q=milestone%3A%223.0.2+Release%22
 [3.0.3-milestone]: https://github.com/tomchristie/django-rest-framework/issues?q=milestone%3A%223.0.3+Release%22
+[3.0.4-milestone]: https://github.com/tomchristie/django-rest-framework/issues?q=milestone%3A%223.0.4+Release%22
 
 <!-- 3.0.1 -->
 [gh2013]: https://github.com/tomchristie/django-rest-framework/issues/2013
@@ -770,3 +789,22 @@ For older release notes, [please see the GitHub repo](old-release-notes).
 [gh2355]: https://github.com/tomchristie/django-rest-framework/issues/2355
 [gh2369]: https://github.com/tomchristie/django-rest-framework/issues/2369
 [gh2386]: https://github.com/tomchristie/django-rest-framework/issues/2386
+<!-- 3.0.4 -->
+[gh2425]: https://github.com/tomchristie/django-rest-framework/issues/2425
+[gh2446]: https://github.com/tomchristie/django-rest-framework/issues/2446
+[gh2441]: https://github.com/tomchristie/django-rest-framework/issues/2441
+[gh2451]: https://github.com/tomchristie/django-rest-framework/issues/2451
+[gh2106]: https://github.com/tomchristie/django-rest-framework/issues/2106
+[gh2448]: https://github.com/tomchristie/django-rest-framework/issues/2448
+[gh2433]: https://github.com/tomchristie/django-rest-framework/issues/2433
+[gh2432]: https://github.com/tomchristie/django-rest-framework/issues/2432
+[gh2434]: https://github.com/tomchristie/django-rest-framework/issues/2434
+[gh2430]: https://github.com/tomchristie/django-rest-framework/issues/2430
+[gh2421]: https://github.com/tomchristie/django-rest-framework/issues/2421
+[gh2410]: https://github.com/tomchristie/django-rest-framework/issues/2410
+[gh2408]: https://github.com/tomchristie/django-rest-framework/issues/2408
+[gh2401]: https://github.com/tomchristie/django-rest-framework/issues/2401
+[gh2400]: https://github.com/tomchristie/django-rest-framework/issues/2400
+[gh2399]: https://github.com/tomchristie/django-rest-framework/issues/2399
+[gh2388]: https://github.com/tomchristie/django-rest-framework/issues/2388
+[gh2360]: https://github.com/tomchristie/django-rest-framework/issues/2360
diff --git a/docs/topics/third-party-resources.md b/docs/topics/third-party-resources.md
index 6f4df288..e26e3a2f 100644
--- a/docs/topics/third-party-resources.md
+++ b/docs/topics/third-party-resources.md
@@ -237,7 +237,7 @@ To submit new content, [open an issue][drf-create-issue] or [create a pull reque
 * [django-rest-framework-proxy][django-rest-framework-proxy] - Proxy to redirect incoming request to another API server.
 * [gaiarestframework][gaiarestframework] - Utils for django-rest-framewok
 * [drf-extensions][drf-extensions] - A collection of custom extensions
-* [ember-data-django-rest-adapter][ember-data-django-rest-adapter] - An ember-data adapter
+* [ember-django-adapter][ember-django-adapter] - An adapter for working with Ember.js
 
 ## Other Resources
 
@@ -309,7 +309,7 @@ To submit new content, [open an issue][drf-create-issue] or [create a pull reque
 [django-rest-framework-proxy]: https://github.com/eofs/django-rest-framework-proxy
 [gaiarestframework]: https://github.com/AppsFuel/gaiarestframework
 [drf-extensions]: https://github.com/chibisov/drf-extensions
-[ember-data-django-rest-adapter]: https://github.com/toranb/ember-data-django-rest-adapter
+[ember-django-adapter]: https://github.com/dustinfarris/ember-django-adapter
 [beginners-guide-to-the-django-rest-framework]: http://code.tutsplus.com/tutorials/beginners-guide-to-the-django-rest-framework--cms-19786
 [getting-started-with-django-rest-framework-and-angularjs]: http://blog.kevinastone.com/getting-started-with-django-rest-framework-and-angularjs.html
 [end-to-end-web-app-with-django-rest-framework-angularjs]: http://blog.mourafiq.com/post/55034504632/end-to-end-web-app-with-django-rest-framework
diff --git a/docs/tutorial/1-serialization.md b/docs/tutorial/1-serialization.md
index 60a3d989..ceb23a02 100644
--- a/docs/tutorial/1-serialization.md
+++ b/docs/tutorial/1-serialization.md
@@ -97,7 +97,7 @@ The first thing we need to get started on our Web API is to provide a way of ser
     class SnippetSerializer(serializers.Serializer):
         pk = serializers.IntegerField(read_only=True)
         title = serializers.CharField(required=False, allow_blank=True, max_length=100)
-        code = serializers.CharField(style={'type': 'textarea'})
+        code = serializers.CharField(style={'base_template': 'textarea.html'})
         linenos = serializers.BooleanField(required=False)
         language = serializers.ChoiceField(choices=LANGUAGE_CHOICES, default='python')
         style = serializers.ChoiceField(choices=STYLE_CHOICES, default='friendly')
@@ -191,14 +191,14 @@ Our `SnippetSerializer` class is replicating a lot of information that's also co
 In the same way that Django provides both `Form` classes and `ModelForm` classes, REST framework includes both `Serializer` classes, and `ModelSerializer` classes.
 
 Let's look at refactoring our serializer using the `ModelSerializer` class.
-Open the file `snippets/serializers.py` again, and edit the `SnippetSerializer` class.
+Open the file `snippets/serializers.py` again, and replace the `SnippetSerializer` class with the following.
 
     class SnippetSerializer(serializers.ModelSerializer):
         class Meta:
             model = Snippet
             fields = ('id', 'title', 'code', 'linenos', 'language', 'style')
 
-One nice property that serializers have is that you can inspect all the fields in a serializer instance, by printing it's representation. Open the Django shell with `python manage.py shell`, then try the following:
+One nice property that serializers have is that you can inspect all the fields in a serializer instance, by printing its representation. Open the Django shell with `python manage.py shell`, then try the following:
 
     >>> from snippets.serializers import SnippetSerializer
     >>> serializer = SnippetSerializer()
diff --git a/docs/tutorial/3-class-based-views.md b/docs/tutorial/3-class-based-views.md
index 0a9ea3f1..abf82e49 100644
--- a/docs/tutorial/3-class-based-views.md
+++ b/docs/tutorial/3-class-based-views.md
@@ -64,7 +64,7 @@ That's looking good.  Again, it's still pretty similar to the function based vie
 
 We'll also need to refactor our `urls.py` slightly now we're using class based views.
 
-    from django.conf.urls import patterns, url
+    from django.conf.urls import url
     from rest_framework.urlpatterns import format_suffix_patterns
     from snippets import views
 
diff --git a/docs/tutorial/4-authentication-and-permissions.md b/docs/tutorial/4-authentication-and-permissions.md
index 592c77e8..887d1e56 100644
--- a/docs/tutorial/4-authentication-and-permissions.md
+++ b/docs/tutorial/4-authentication-and-permissions.md
@@ -177,7 +177,7 @@ In the snippets app, create a new file, `permissions.py`
             # Write permissions are only allowed to the owner of the snippet.
             return obj.owner == request.user
 
-Now we can add that custom permission to our snippet instance endpoint, by editing the `permission_classes` property on the `SnippetDetail` class:
+Now we can add that custom permission to our snippet instance endpoint, by editing the `permission_classes` property on the `SnippetDetail` view class:
 
     permission_classes = (permissions.IsAuthenticatedOrReadOnly,
                           IsOwnerOrReadOnly,)
diff --git a/docs/tutorial/5-relationships-and-hyperlinked-apis.md b/docs/tutorial/5-relationships-and-hyperlinked-apis.md
index c21efd7f..2841f03e 100644
--- a/docs/tutorial/5-relationships-and-hyperlinked-apis.md
+++ b/docs/tutorial/5-relationships-and-hyperlinked-apis.md
@@ -106,6 +106,8 @@ If we're going to have a hyperlinked API, we need to make sure we name our URL p
 
 After adding all those names into our URLconf, our final `snippets/urls.py` file should look something like this:
 
+    from django.conf.urls import url, include
+
     # API endpoints
     urlpatterns = format_suffix_patterns([
         url(r'^$', views.api_root),