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diff --git a/tensorflow/java/README.md b/tensorflow/java/README.md
index 2f1ce253b2..c7382ff231 100644
--- a/tensorflow/java/README.md
+++ b/tensorflow/java/README.md
@@ -1,7 +1,7 @@
# TensorFlow for Java
> *WARNING*: The TensorFlow Java API is not currently covered by the TensorFlow
-> [API stability guarantees](https://www.tensorflow.org/programmers_guide/version_semantics).
+> [API stability guarantees](https://www.tensorflow.org/guide/version_semantics).
>
> For using TensorFlow on Android refer instead to
> [contrib/android](https://www.tensorflow.org/code/tensorflow/contrib/android),
@@ -23,8 +23,7 @@ native libraries will need to be built from source.
2. Setup the environment to build TensorFlow from source code
([Linux](https://www.tensorflow.org/install/install_sources#PrepareLinux)
- or [Mac OS
- X](https://www.tensorflow.org/install/install_sources#PrepareMac)).
+ or [macOS](https://www.tensorflow.org/install/install_sources#PrepareMac)).
If you'd like to skip reading those details and do not care about GPU
support, try the following: