diff --git a/doc/source/_toc.yml b/doc/source/_toc.yml
index b26ff2da4cb5c..d948399f5aa8e 100644
--- a/doc/source/_toc.yml
+++ b/doc/source/_toc.yml
@@ -96,7 +96,7 @@ parts:
           - file: data/getting-started
           - file: data/key-concepts
           - file: data/user-guide
-          - file: data/examples
+          - file: data/examples/index
           - file: data/faq
           - file: data/api/api
 
diff --git a/doc/source/conf.py b/doc/source/conf.py
index 185aaad9b6380..4ae357e1c5360 100644
--- a/doc/source/conf.py
+++ b/doc/source/conf.py
@@ -188,14 +188,6 @@
     "ray-references/api/ray-observability/state/doc/ray.*",
     "ray-observability/reference/doc/ray.*",
     "cluster/running-applications/doc/ray.*",
-    "data/examples/batch_inference_object_detection.ipynb",
-    "data/examples/batch_training.ipynb",
-    "data/examples/custom-datasource.rst",
-    "data/examples/huggingface_vit_batch_prediction.ipynb",
-    "data/examples/nyc_taxi_basic_processing.ipynb",
-    "data/examples/ocr_example.ipynb",
-    "data/examples/pytorch_resnet_batch_prediction.ipynb",
-    "data/examples/random-access.rst",
     "ray-core/runtime_env_auth.md",
 ]
 
diff --git a/doc/source/data/data_examples.rst b/doc/source/data/examples/index.rst
similarity index 67%
rename from doc/source/data/data_examples.rst
rename to doc/source/data/examples/index.rst
index 0915f85ae50bb..3a7163e5de59b 100644
--- a/doc/source/data/data_examples.rst
+++ b/doc/source/data/examples/index.rst
@@ -4,6 +4,23 @@
 Ray Data Examples
 =================
 
+..
+   Include all examples in a hidden toctree so Sphinx build does not complain.
+
+.. toctree::
+    :hidden:
+
+    huggingface_vit_batch_prediction
+    pytorch_resnet_batch_prediction
+    batch_inference_object_detection
+    nyc_taxi_basic_processing
+    batch_training
+    ocr_example
+    random-access
+    custom-datasource
+
+
+
 .. tip:: Check out the Datasets :ref:`User Guide <data_user_guide>` to learn more about
   Dataset features in-depth.
 
@@ -21,21 +38,21 @@ Computer Vision
 
     .. grid-item-card::
 
-       .. button-ref:: examples/huggingface_vit_batch_prediction
+       .. button-ref:: huggingface_vit_batch_prediction
 
             Image Classification Batch Inference with Huggingface Vision Transformer
 
 
     .. grid-item-card::
 
-       .. button-ref:: examples/pytorch_resnet_batch_prediction
+       .. button-ref:: pytorch_resnet_batch_prediction
 
             Image Classification Batch Inference with PyTorch ResNet18
 
     
     .. grid-item-card::
 
-        .. button-ref:: examples/batch_inference_object_detection
+        .. button-ref:: batch_inference_object_detection
 
             Object Detection Batch Inference with PyTorch FasterRCNN_ResNet50
 
@@ -49,19 +66,19 @@ Simple Data Processing
 
     .. grid-item-card::
 
-        .. button-ref:: examples/nyc_taxi_basic_processing
+        .. button-ref:: nyc_taxi_basic_processing
 
             Processing the NYC taxi dataset
 
     .. grid-item-card::
 
-        .. button-ref:: examples/batch_training
+        .. button-ref:: batch_training
 
             Batch Training with Ray Data
 
     .. grid-item-card::
 
-        .. button-ref:: examples/ocr_example
+        .. button-ref:: ocr_example
 
             Scaling OCR with Ray Data
 
@@ -77,12 +94,12 @@ Other Examples
 
     .. grid-item-card::
 
-        .. button-ref:: examples/random-access
+        .. button-ref:: random-access
 
             Random Data Access (Experimental)
 
     .. grid-item-card::
 
-        .. button-ref:: examples/custom-datasource
+        .. button-ref:: custom-datasource
 
             Implementing a Custom Datasource