diff --git a/README.md b/README.md
index d80d9307..38963b32 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@ A Python library for the Docker Engine API. It lets you do anything the `docker`
## Installation
-The latest stable version [is available on PyPi](https://pypi.python.org/pypi/docker/). Either add `docker` to your `requirements.txt` file or install with pip:
+The latest stable version [is available on PyPI](https://pypi.python.org/pypi/docker/). Either add `docker` to your `requirements.txt` file or install with pip:
pip install docker
diff --git a/docs/index.rst b/docs/index.rst
index 7eadf4c7..67dd33f2 100644
--- a/docs/index.rst
+++ b/docs/index.rst
@@ -8,7 +8,7 @@ For more information about the Remote API, `see its documentation `_. Either add ``docker`` to your ``requirements.txt`` file or install with pip::
+The latest stable version `is available on PyPI `_. Either add ``docker`` to your ``requirements.txt`` file or install with pip::
pip install docker