diff --git a/docs/source/release_notes.rst b/docs/source/release_notes.rst
index 37283989b6..a78811527e 100644
--- a/docs/source/release_notes.rst
+++ b/docs/source/release_notes.rst
@@ -1,6 +1,6 @@
 Release Notes
 -------------
-**Future Releases**
+**v0.35.0 Oct. 14, 2021**
     * Enhancements
         * Added human-readable pipeline explanations to model understanding :pr:`2861`
         * Updated to support Featuretools 1.0.0 and nlp-primitives 2.0.0 :pr:`2848`
diff --git a/evalml/__init__.py b/evalml/__init__.py
index 3302213ea5..9d862aa06e 100644
--- a/evalml/__init__.py
+++ b/evalml/__init__.py
@@ -23,4 +23,4 @@
 warnings.filterwarnings("ignore", category=FutureWarning)
 warnings.filterwarnings("ignore", category=DeprecationWarning)
 
-__version__ = "0.34.0"
+__version__ = "0.35.0"
diff --git a/setup.py b/setup.py
index 886a1c1923..9afd7574bc 100644
--- a/setup.py
+++ b/setup.py
@@ -11,7 +11,7 @@
 
 setup(
     name='evalml',
-    version='0.34.0',
+    version='0.35.0',
     author='Alteryx, Inc.',
     author_email='support@featurelabs.com',
     description='EvalML is an AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-specific objective functions.',