diff --git a/README.md b/README.md
index cfb6747..9b4269d 100644
--- a/README.md
+++ b/README.md
@@ -256,6 +256,7 @@ This short section were prerequisites/interesting info I wanted to learn before
 - [DigitalMind's Artificial Intelligence resources](http://blog.digitalmind.io/post/artificial-intelligence-resources)
 - [Awesome Machine Learning](https://github.com/josephmisiti/awesome-machine-learning)
 - [CreativeAi's Machine Learning](http://www.creativeai.net/?cat%5B0%5D=machine-learning)
+- [AutoGrad - Gradient - Library](github.com/HIPS/autograd/blob/master/docs/tutorial.md)
 
 ## Becoming an Open Source Contributor
 - [ ] [tensorflow/magenta: Magenta: Music and Art Generation with Machine Intelligence](https://github.com/tensorflow/magenta)