diff --git a/docs/readthedocs/source/doc/Chronos/Howto/how_to_generate_confidence_interval_for_prediction.nblink b/docs/readthedocs/source/doc/Chronos/Howto/how_to_generate_confidence_interval_for_prediction.nblink
new file mode 100644
index 00000000..21a5df68
--- /dev/null
+++ b/docs/readthedocs/source/doc/Chronos/Howto/how_to_generate_confidence_interval_for_prediction.nblink
@@ -0,0 +1,3 @@
+{
+    "path": "../../../../../../python/chronos/colab-notebook/howto/how_to_generate_confidence_interval_for_prediction.ipynb"
+}
\ No newline at end of file
diff --git a/docs/readthedocs/source/doc/Chronos/Howto/index.rst b/docs/readthedocs/source/doc/Chronos/Howto/index.rst
index 6f80e6e3..5bb4430c 100644
--- a/docs/readthedocs/source/doc/Chronos/Howto/index.rst
+++ b/docs/readthedocs/source/doc/Chronos/Howto/index.rst
@@ -23,6 +23,7 @@ Forecasting
 * `Speed up inference of forecaster through ONNXRuntime <how_to_speedup_inference_of_forecaster_through_ONNXRuntime.html>`__
 * `Speed up inference of forecaster through OpenVINO <how_to_speedup_inference_of_forecaster_through_OpenVINO.html>`__
 * `Evaluate a forecaster <how_to_evaluate_a_forecaster.html>`__
+* `Generate confidence interval for prediction <how_to_generate_confidence_interval_for_prediction.html>`__
 
 .. toctree::
     :maxdepth: 1
@@ -34,4 +35,5 @@ Forecasting
     how_to_speedup_inference_of_forecaster_through_ONNXRuntime
     how_to_speedup_inference_of_forecaster_through_OpenVINO
     how_to_evaluate_a_forecaster
+    how_to_generate_confidence_interval_for_prediction