diff --git a/changelog/8.doc.rst b/changelog/8.doc.rst
new file mode 100644
index 0000000..3715f8a
--- /dev/null
+++ b/changelog/8.doc.rst
@@ -0,0 +1 @@
+Added documentation to the Example Notebooks section.
\ No newline at end of file
diff --git a/docs/example_notebooks/index.rst b/docs/example_notebooks/index.rst
index 91ec35c..a92e025 100644
--- a/docs/example_notebooks/index.rst
+++ b/docs/example_notebooks/index.rst
@@ -3,5 +3,42 @@
 Example Notebooks
 =================
 
+Example notebooks and corresponding :ref:`notebook-config` are available at `Example Notebooks <https://github.com/epic-open-source/seismometer/tree/main/example-notebooks>`_.
+
+Directory Structure
+-------------------
+
+To run the notebook, we assume the existence of the following files in the same 
+directory as the notebook: configuration files and the data directory.
+
+.. _notebook-config:
+
+Configuration Files
+~~~~~~~~~~~~~~~~~~~
+
+The following configuration files are required to be in the same directory as the notebook:
+
+- ``config.yml``, 
+- ``usage_config.yml``,
+- ``data/metadata.json``.
+
+.. seealso::
+    :ref:`config-files` for more information on configuration files.
+
+
+Data
+~~~~
+
+The first code cell in the notebook downloads the required data and data dictionary from 
+`seismometer-data <https://github.com/epic-open-source/seismometer-data>`_
+repository and creates the following files in the notebook directory:
+
+- ``data/predictions.parquet``,
+- ``data/events.parquet``,
+- ``dictionary.yml``.
+
+To use your own data, simply remove the first code cell and place your own data 
+following the schema mentioned above.
+
 .. nbgallery::
     notebooks/binary-classifier/classifier_bin
diff --git a/example-notebooks/binary-classifier/classifier_bin.ipynb b/example-notebooks/binary-classifier/classifier_bin.ipynb
index c4a3ff2..5707d01 100644
--- a/example-notebooks/binary-classifier/classifier_bin.ipynb
+++ b/example-notebooks/binary-classifier/classifier_bin.ipynb
@@ -92,7 +92,9 @@
     "DATASET_SOURCE = \"https://raw.githubusercontent.com/epic-open-source/seismometer-data/main\"\n",
     "_ = urllib.request.urlretrieve(f\"{DATASET_SOURCE}/diabetes/predictions.parquet\", \"data/predictions.parquet\")\n",
     "_ = urllib.request.urlretrieve(f\"{DATASET_SOURCE}/diabetes/events.parquet\", \"data/events.parquet\")\n",
-    "_ = urllib.request.urlretrieve(f\"{DATASET_SOURCE}/diabetes/data_dictionary.yml\", \"dictionary.yml\")"
+    "_ = urllib.request.urlretrieve(f\"{DATASET_SOURCE}/diabetes/data_dictionary.yml\", \"dictionary.yml\")",
+    "\n",
+    "# We assume the existence of the following files in the same directory as the notebook: config.yml, usage_config.yml and data/metadata.json"
    ]
   },
   {