diff --git a/CHANGELOG.md b/CHANGELOG.md
index c819f6e6b2..a74d9d5bc5 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,5 +1,15 @@
 # Changelog
 
+## [1.6.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.5.0...v1.6.0) (2021-10-12)
+
+
+### Features
+
+* add featurestore service to aiplatform v1  ([#765](https://www.github.com/googleapis/python-aiplatform/issues/765)) ([68c88e4](https://www.github.com/googleapis/python-aiplatform/commit/68c88e48f62d5c2ff561862ba810a48389f7e41a))
+* Add one shot profile uploads to tensorboard uploader. ([#704](https://www.github.com/googleapis/python-aiplatform/issues/704)) ([a83f253](https://www.github.com/googleapis/python-aiplatform/commit/a83f2535b31e2aaff0306c7290265b864b9ddb40))
+* Added column_specs, training_encryption_spec_key_name, model_encryption_spec_key_name to AutoMLForecastingTrainingJob.init and various split methods to AutoMLForecastingTrainingJob.run ([#647](https://www.github.com/googleapis/python-aiplatform/issues/647)) ([7cb6976](https://www.github.com/googleapis/python-aiplatform/commit/7cb69764e0f9be9ca0fcb1641f4dc90e3b306bed))
+* Lazy load Endpoint class ([#655](https://www.github.com/googleapis/python-aiplatform/issues/655)) ([c795c6f](https://www.github.com/googleapis/python-aiplatform/commit/c795c6fbb87c4f71845cfbd2647c1adbc029bcef))
+
 ## [1.5.0](https://www.github.com/googleapis/python-aiplatform/compare/v1.4.3...v1.5.0) (2021-09-30)
 
 
diff --git a/setup.py b/setup.py
index ec5eecd396..67aa8e2492 100644
--- a/setup.py
+++ b/setup.py
@@ -21,7 +21,7 @@
 import setuptools  # type: ignore
 
 name = "google-cloud-aiplatform"
-version = "1.5.0"
+version = "1.6.0"
 description = "Cloud AI Platform API client library"
 
 package_root = os.path.abspath(os.path.dirname(__file__))