diff --git a/README.md b/README.md
index 84566395d2e..d32f465b18e 100644
--- a/README.md
+++ b/README.md
@@ -45,7 +45,8 @@ $ pip install tensorflow
 ```
 
 Use the GPU package for
-[CUDA-enabled GPU cards](https://www.tensorflow.org/install/gpu):
+[CUDA-enabled GPU cards](https://www.tensorflow.org/install/gpu) *(Ubuntu and
+Windows)*:
 
 ```
 $ pip install tensorflow-gpu
@@ -131,6 +132,8 @@ Build Type
 *   [TensorFlow official models](https://github.com/tensorflow/models/tree/master/official)
 *   [TensorFlow examples](https://github.com/tensorflow/examples)
 *   [TensorFlow in Practice from Coursera](https://www.coursera.org/specializations/tensorflow-in-practice)
+*   [Intro to TensorFlow for Deep Learning from Udacity](https://www.udacity.com/course/intro-to-tensorflow-for-deep-learning--ud187)
+*   [Introduction to TensorFlow Lite from Udacity](https://www.udacity.com/course/intro-to-tensorflow-lite--ud190)
 *   [TensorFlow blog](https://blog.tensorflow.org)
 *   [TensorFlow Twitter](https://twitter.com/tensorflow)
 *   [TensorFlow YouTube](https://www.youtube.com/channel/UC0rqucBdTuFTjJiefW5t-IQ)