diff --git a/docs/api-guide/generic-views.md b/docs/api-guide/generic-views.md
index a2f54b76b..a30bfb21d 100755
--- a/docs/api-guide/generic-views.md
+++ b/docs/api-guide/generic-views.md
@@ -160,7 +160,7 @@ You won't typically need to override the following methods, although you might n
 * `get_serializer(self, instance=None, data=None, files=None, many=False, partial=False)` - Returns a serializer instance.
 * `get_pagination_serializer(self, page)` - Returns a serializer instance to use with paginated data.
 * `paginate_queryset(self, queryset)` - Paginate a queryset if required, either returning a page object, or `None` if pagination is not configured for this view.
-* `filter_queryset(self, queryset)` - Given a queryset, filter it with whichever filter backend is in use, returning a new queryset.
+* `filter_queryset(self, queryset)` - Given a queryset, filter it with whichever filter backends are in use, returning a new queryset.
 
 ---
 
diff --git a/docs/topics/credits.md b/docs/topics/credits.md
index b998f9bdc..13f673c98 100644
--- a/docs/topics/credits.md
+++ b/docs/topics/credits.md
@@ -119,6 +119,7 @@ The following people have helped make REST framework great.
 * Matt Majewski - [forgingdestiny]
 * Jerome Chen - [chenjyw]
 * Andrew Hughes - [eyepulp]
+* Daniel Hepper - [dhepper]
 
 Many thanks to everyone who's contributed to the project.
 
@@ -273,3 +274,4 @@ You can also contact [@_tomchristie][twitter] directly on twitter.
 [forgingdestiny]: https://github.com/forgingdestiny
 [chenjyw]: https://github.com/chenjyw
 [eyepulp]: https://github.com/eyepulp
+[dhepper]: https://github.com/dhepper
diff --git a/docs/tutorial/1-serialization.md b/docs/tutorial/1-serialization.md
index 205ee7e02..ed54a8765 100644
--- a/docs/tutorial/1-serialization.md
+++ b/docs/tutorial/1-serialization.md
@@ -204,7 +204,7 @@ We can also serialize querysets instead of model instances.  To do so we simply
 
 ## Using ModelSerializers
 
-Our `SnippetSerializer` class is replicating a lot of information that's also contained in the `Snippet` model.  It would be nice if we could keep out code a bit  more concise.
+Our `SnippetSerializer` class is replicating a lot of information that's also contained in the `Snippet` model.  It would be nice if we could keep our code a bit  more concise.
 
 In the same way that Django provides both `Form` classes and `ModelForm` classes, REST framework includes both `Serializer` classes, and `ModelSerializer` classes.
 
diff --git a/docs/tutorial/4-authentication-and-permissions.md b/docs/tutorial/4-authentication-and-permissions.md
index 8bb3164ba..f6c3efb03 100644
--- a/docs/tutorial/4-authentication-and-permissions.md
+++ b/docs/tutorial/4-authentication-and-permissions.md
@@ -143,7 +143,7 @@ Once you've created a few code snippets, navigate to the '/users/' endpoint, and
 
 ## Object level permissions
 
-Really we'd like all code snippets to be visible to anyone, but also make sure that only the user that created a code snippet is able update or delete it.
+Really we'd like all code snippets to be visible to anyone, but also make sure that only the user that created a code snippet is able to update or delete it.
 
 To do that we're going to need to create a custom permission.