diff --git a/guides/ipynb/intro_to_keras_for_engineers.ipynb b/guides/ipynb/intro_to_keras_for_engineers.ipynb
index 01152f9378..b208009180 100644
--- a/guides/ipynb/intro_to_keras_for_engineers.ipynb
+++ b/guides/ipynb/intro_to_keras_for_engineers.ipynb
@@ -603,8 +603,8 @@
     "## How to distribute training\n",
     "\n",
     "- [Guide to distributed training with TensorFlow](http://keras.io/guides/distributed_training_with_tensorflow/)\n",
-    "- [JAX distributed training example](https://github.com/keras-team/keras/blob/main/examples/demo_jax_distributed.py)\n",
-    "- [PyTorch distributed training example](https://github.com/keras-team/keras/blob/main/examples/demo_torch_multi_gpu.py)\n",
+    "- [JAX distributed training example](https://github.com/keras-team/keras/blob/master/examples/demo_jax_distributed.py)\n",
+    "- [PyTorch distributed training example](https://github.com/keras-team/keras/blob/master/examples/demo_torch_multi_gpu.py)\n",
     "\n",
     "Enjoy the library! 🚀"
    ]
diff --git a/guides/md/intro_to_keras_for_engineers.md b/guides/md/intro_to_keras_for_engineers.md
index 758247eb17..1bafd4a180 100644
--- a/guides/md/intro_to_keras_for_engineers.md
+++ b/guides/md/intro_to_keras_for_engineers.md
@@ -502,7 +502,7 @@ the power and usability of `fit()`? It's easy to customize
 ## How to distribute training
 
 - [Guide to distributed training with TensorFlow](http://keras.io/guides/distributed_training_with_tensorflow/)
-- [JAX distributed training example](https://github.com/keras-team/keras/blob/main/examples/demo_jax_distributed.py)
-- [PyTorch distributed training example](https://github.com/keras-team/keras/blob/main/examples/demo_torch_multi_gpu.py)
+- [JAX distributed training example](https://github.com/keras-team/keras/blob/master/examples/demo_jax_distributed.py)
+- [PyTorch distributed training example](https://github.com/keras-team/keras/blob/master/examples/demo_torch_multi_gpu.py)
 
 Enjoy the library! 🚀
diff --git a/scripts/examples_master.py b/scripts/examples_master.py
index 3247a745b1..c21b8964f2 100644
--- a/scripts/examples_master.py
+++ b/scripts/examples_master.py
@@ -240,6 +240,7 @@
                     "path": "randaugment",
                     "title": "RandAugment for Image Classification for Improved Robustness",
                     "subcategory": "Data augmentation",
+                    "keras_3": True,
                 },
                 # Image & Text
                 {