diff --git a/README.md b/README.md
index 9ee31f1..743ad36 100644
--- a/README.md
+++ b/README.md
@@ -23,3 +23,5 @@ Contributions welcome, please start from [CONTRIBUTING and other relevant files]
 ## Current status
 * Current working branch is `development` (if you want something that you can test right away).
 * Breaking changes are undergoing development at [`v0.5-wip`](https://github.com/smartcorelib/smartcore/tree/v0.5-wip#readme) (if you are a newcomer better to start from [this README](https://github.com/smartcorelib/smartcore/tree/v0.5-wip#readme) as this will be the next major release).
+
+To start getting familiar with the new Smartcore v0.5 API, there is now available a [**Jupyter Notebook environment repository**](https://github.com/smartcorelib/smartcore-jupyter).