diff --git a/common/lib/xmodule/xmodule/js/src/word_cloud/d3.layout.cloud.js b/common/lib/xmodule/xmodule/assets/word_cloud/public/js/d3.layout.cloud.js
similarity index 100%
rename from common/lib/xmodule/xmodule/js/src/word_cloud/d3.layout.cloud.js
rename to common/lib/xmodule/xmodule/assets/word_cloud/public/js/d3.layout.cloud.js
diff --git a/common/lib/xmodule/xmodule/js/src/word_cloud/d3.min.js b/common/lib/xmodule/xmodule/assets/word_cloud/public/js/d3.min.js
similarity index 100%
rename from common/lib/xmodule/xmodule/js/src/word_cloud/d3.min.js
rename to common/lib/xmodule/xmodule/assets/word_cloud/public/js/d3.min.js
diff --git a/common/lib/xmodule/xmodule/js/src/word_cloud/word_cloud.js b/common/lib/xmodule/xmodule/assets/word_cloud/public/js/word_cloud.js
similarity index 100%
rename from common/lib/xmodule/xmodule/js/src/word_cloud/word_cloud.js
rename to common/lib/xmodule/xmodule/assets/word_cloud/public/js/word_cloud.js
diff --git a/common/lib/xmodule/xmodule/js/src/word_cloud/word_cloud_main.js b/common/lib/xmodule/xmodule/assets/word_cloud/public/js/word_cloud_main.js
similarity index 100%
rename from common/lib/xmodule/xmodule/js/src/word_cloud/word_cloud_main.js
rename to common/lib/xmodule/xmodule/assets/word_cloud/public/js/word_cloud_main.js
diff --git a/common/lib/xmodule/xmodule/word_cloud_module.py b/common/lib/xmodule/xmodule/word_cloud_module.py
index b2fd468692..5d1fe444c6 100644
--- a/common/lib/xmodule/xmodule/word_cloud_module.py
+++ b/common/lib/xmodule/xmodule/word_cloud_module.py
@@ -93,10 +93,6 @@ class WordCloudModule(WordCloudFields, XModule):
     js = {
         'js': [
             resource_string(__name__, 'js/src/javascript_loader.js'),
-            resource_string(__name__, 'js/src/word_cloud/d3.min.js'),
-            resource_string(__name__, 'js/src/word_cloud/d3.layout.cloud.js'),
-            resource_string(__name__, 'js/src/word_cloud/word_cloud.js'),
-            resource_string(__name__, 'js/src/word_cloud/word_cloud_main.js'),
         ],
     }
     css = {'scss': [resource_string(__name__, 'css/word_cloud/display.scss')]}
@@ -238,7 +234,17 @@ class WordCloudModule(WordCloudFields, XModule):
             })
 
     def get_html(self):
-        """Template rendering."""
+        """
+        Template rendering.
+        """
+
+        js_includes = [
+            self.runtime.local_resource_url(self, 'public/js/d3.min.js'),
+            self.runtime.local_resource_url(self, 'public/js/d3.layout.cloud.js'),
+            self.runtime.local_resource_url(self, 'public/js/word_cloud.js'),
+            self.runtime.local_resource_url(self, 'public/js/word_cloud_main.js'),
+        ]
+
         context = {
             'ajax_url': self.system.ajax_url,
             'display_name': self.display_name,
@@ -247,6 +253,7 @@ class WordCloudModule(WordCloudFields, XModule):
             'element_id': self.location.html_id(),
             'num_inputs': self.num_inputs,
             'submitted': self.submitted,
+            'js_includes': js_includes,
         }
         self.content = self.system.render_template('word_cloud.html', context)
         return self.content
@@ -255,5 +262,5 @@ class WordCloudModule(WordCloudFields, XModule):
 class WordCloudDescriptor(WordCloudFields, MetadataOnlyEditingDescriptor, EmptyDataRawDescriptor):
     """Descriptor for WordCloud Xmodule."""
     module_class = WordCloudModule
-    resources_dir = None
+    resources_dir = 'assets/word_cloud'
     template_dir_name = 'word_cloud'
diff --git a/lms/templates/word_cloud.html b/lms/templates/word_cloud.html
index 2b1f5d148f..a6c8a40254 100644
--- a/lms/templates/word_cloud.html
+++ b/lms/templates/word_cloud.html
@@ -7,6 +7,10 @@
     data-ajax-url="${ajax_url}"
 >
 
+    % for js_include in js_includes:
+    <script src="${js_include}"></script>
+    % endfor
+
     % if display_name:
     <h3 class="hd hd-3" id="word_cloud_${element_id}_heading">${display_name}</h3>
     % endif