diff --git a/Beginners_guide/README.rst b/Beginners_guide/README.rst
index 62eaa1025..9eab47ca8 100644
--- a/Beginners_guide/README.rst
+++ b/Beginners_guide/README.rst
@@ -5,7 +5,6 @@ The Beginners Guide contains introductory notebooks aimed at introducing Jupyter
 
 .. toctree::
    :maxdepth: 1
-   :caption: Beginner's Guide
 
    01_Jupyter_notebooks.ipynb
    02_DEA.ipynb
@@ -25,7 +24,6 @@ Once you have you have completed the beginner tutorials, join advanced users in
 
 .. toctree::
    :maxdepth: 2   
-   :caption: Guided Tutorial
    
    Guided_tutorial.ipynb
 
diff --git a/DEA_products/README.rst b/DEA_products/README.rst
index b4641b605..90c875eef 100644
--- a/DEA_products/README.rst
+++ b/DEA_products/README.rst
@@ -5,7 +5,6 @@ Notebooks introducing DEA's satellite datasets and derived products, including h
 
 .. toctree::
    :maxdepth: 1
-   :caption: DEA products
 
    DEA_Landsat_Surface_Reflectance.ipynb
    DEA_Sentinel2_Surface_Reflectance.ipynb
diff --git a/How_to_guides/README.rst b/How_to_guides/README.rst
index 675dd5dec..ef8d21d10 100644
--- a/How_to_guides/README.rst
+++ b/How_to_guides/README.rst
@@ -5,7 +5,6 @@ A recipe book of simple code examples demonstrating how to perform common geospa
 
 .. toctree::
    :maxdepth: 1
-   :caption: How to guides
 
    Analyse_multiple_polygons.ipynb
    Animated_timeseries.ipynb
diff --git a/Interactive_apps/README.rst b/Interactive_apps/README.rst
index aa004d08c..43dd18d79 100644
--- a/Interactive_apps/README.rst
+++ b/Interactive_apps/README.rst
@@ -5,7 +5,6 @@ Interactive widgets and apps that require little or no coding to run
 
 .. toctree::
    :maxdepth: 1
-   :caption: Interactive apps
    
    Change_filmstrips.ipynb
    Coastal_transects.ipynb
diff --git a/README.rst b/README.rst
index 5305142b8..61cfb9024 100644
--- a/README.rst
+++ b/README.rst
@@ -125,12 +125,3 @@ Once the pull request has been approved, you can merge it into the ``develop`` b
 
 See also `wiki <https://github.com/GeoscienceAustralia/dea-notebooks/wiki/Guide-to-using-DEA-Notebooks-with-git#reviewing-and-approving-a-pull-request>`_.
 
-.. toctree::
-   :hidden:
-
-   Beginners_guide/README
-   DEA_products/README
-   How_to_guides/README
-   Interactive_apps/README
-   Real_world_examples/README
-   Tools/index
diff --git a/Real_world_examples/README.rst b/Real_world_examples/README.rst
index 025de5112..4ed6fd733 100644
--- a/Real_world_examples/README.rst
+++ b/Real_world_examples/README.rst
@@ -5,7 +5,6 @@ More complex case study-based workflows demonstrating how DEA can be used to add
 
 .. toctree::
    :maxdepth: 1
-   :caption: Real World Examples
    
    Burnt_area_mapping.ipynb
    Burnt_area_mapping_near_realtime.ipynb
diff --git a/Real_world_examples/Scalable_machine_learning/README.rst b/Real_world_examples/Scalable_machine_learning/README.rst
index 0057a441f..02a336fca 100644
--- a/Real_world_examples/Scalable_machine_learning/README.rst
+++ b/Real_world_examples/Scalable_machine_learning/README.rst
@@ -142,7 +142,6 @@ To begin working through the notebooks in this ``Scalable Supervised Machine Lea
 
 .. toctree::
    :maxdepth: 1
-   :caption: Scalable Supervised Machine Learning on the Open Data Cube
 
    1_Extract_training_data.ipynb
    2_Inspect_training_data.ipynb