diff --git a/get-started/get-started.adoc b/get-started/get-started.adoc
index 1fedb521..9a4e7740 100644
--- a/get-started/get-started.adoc
+++ b/get-started/get-started.adoc
@@ -12,7 +12,7 @@
 :tags: get-started, introduction, graph, database, graph-platform, training
 
 ++++
-<object type="image/svg+xml" data="https://dist.neo4j.com/wp-content/uploads/20200626151641/get_started_neo4j.svg"></object>
+<object type="image/svg+xml" data="https://dist.neo4j.com/wp-content/uploads/20190730082822/get_started_neo4j.svg"></object>
 ++++
 
 [#starting-neo4j]
diff --git a/graph-platform/neo4j-database/neo4j-database.adoc b/graph-platform/neo4j-database/neo4j-database.adoc
index 28311b40..6f02df73 100644
--- a/graph-platform/neo4j-database/neo4j-database.adoc
+++ b/graph-platform/neo4j-database/neo4j-database.adoc
@@ -110,7 +110,7 @@ https://youtu.be/of53lUFs5hc[Video: 4.1 Whirlwind Tour with Michael Hunger^]
 ++++
 
 ++++
-<iframe src="//www.slideshare.net/slideshow/embed_code/key/CvJNMSxoaA4GgS" width="595" height="485" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" style="border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;" allowfullscreen> </iframe> <div style="margin-bottom:5px"> <strong> <a href="//www.slideshare.net/neo4j/neo4j-41-overview" title="Neo4j 4.1 overview" target="_blank">Neo4j 4.1 overview</a> </strong> from <strong><a href="https://www.slideshare.net/neo4j" target="_blank">Neo4j</a></strong> </div>
+<iframe src="//www.slideshare.net/slideshow/embed_code/key/CvJNMSxoaA4GgS" width="595" height="485" frameborder="0" marginwidth="0" marginheight="0" scrolling="no" style="border:1px solid #CCC; border-width:1px; margin-bottom:5px; max-width: 100%;" allowfullscreen> </iframe> <div style="margin-bottom:5px"> <strong>
 ++++
 
 === Neo4j 4.0 (January 2020)
diff --git a/language-guides/_includes/python-driver.adoc b/language-guides/_includes/python-driver.adoc
index adf4ae35..ea77bed2 100644
--- a/language-guides/_includes/python-driver.adoc
+++ b/language-guides/_includes/python-driver.adoc
@@ -16,9 +16,9 @@ pip install neo4j
 
 [source, python, subs=attributes]
 ----
-include::https://github.com/neo4j/neo4j-python-driver/raw/{python-driver-version}/test/examples/hello_world_example.py[tag=hello-world-import]
+include::https://raw.githubusercontent.com/neo4j/neo4j-python-driver/{python-driver-version}/tests/integration/examples/test_hello_world_example.py[tag=hello-world-import]
 
-include::https://github.com/neo4j/neo4j-python-driver/raw/{python-driver-version}/test/examples/hello_world_example.py[tag=hello-world,indent=0]
+include::https://raw.githubusercontent.com/neo4j/neo4j-python-driver/{python-driver-version}/tests/integration/examples/test_hello_world_example.py[tag=hello-world,indent=0]
 ----
 
 [cols="3*"]