diff --git a/CHANGES.rst b/CHANGES.rst
index 22923669..9e4cd4f6 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -2,6 +2,13 @@
 Release notes
 =============
 
+Version 0.3.6, July 2020
+------------------------
+* Extending make.bat and Makefile to support ``make install`` (on all platforms).
+* Add a snippet on how to use ``popmon`` with Spark dataframes to the docs.
+* Update tutorial badges in the documentation.
+* Migrate to standard MIT license header.
+
 Version 0.3.5, June 2020
 ------------------------
 * Extended the ``make`` commands (added ``make install`` and ``make lint check=1`` for check only).
diff --git a/docs/source/readme.rst b/docs/source/readme.rst
index 38286233..3d9feb92 100644
--- a/docs/source/readme.rst
+++ b/docs/source/readme.rst
@@ -4,7 +4,7 @@ Population Shift Monitoring
 
 |build| |docs|
 
-* Version: 0.3.5. Released: June 2020
+* Version: 0.3.6. Released: July 2020
 * Documentation: https://popmon.readthedocs.io
 * Repository: https://github.com/ing-bank/popmon
 * Authors: ING Wholesale Banking Advanced Analytics
diff --git a/popmon/version.py b/popmon/version.py
index 8e4d7383..26d2f7b7 100644
--- a/popmon/version.py
+++ b/popmon/version.py
@@ -1,6 +1,6 @@
 """THIS FILE IS AUTO-GENERATED BY SETUP.PY."""
 
 name = "popmon"
-version = "0.3.5"
-full_version = "0.3.5"
+version = "0.3.6"
+full_version = "0.3.6"
 release = True
diff --git a/setup.py b/setup.py
index 0836836e..210ce85e 100644
--- a/setup.py
+++ b/setup.py
@@ -4,7 +4,7 @@
 
 MAJOR = 0
 REVISION = 3
-PATCH = 5
+PATCH = 6
 DEV = False
 # NOTE: also update version at: README.rst