[docs] replace broken mmlspark notebook link in docs (#4303)

c34b7ffd · James Lamb · GitHub · 32fec820 · c34b7ffd
Unverified Commit c34b7ffd authored May 20, 2021 by James Lamb Committed by GitHub May 20, 2021
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--- a/docs/Parallel-Learning-Guide.rst
+++ b/docs/Parallel-Learning-Guide.rst
@@ -455,7 +455,7 @@ Example

 .. _MMLSpark: https://aka.ms/spark

-.. _this MMLSpark example: https://github.com/Azure/mmlspark/blob/master/notebooks/samples/LightGBM%20-%20Quantile%20Regression%20for%20Drug%20Discovery.ipynb
+.. _this MMLSpark example: https://github.com/Azure/mmlspark/blob/master/notebooks/samples/LightGBM%20-%20Overview.ipynb

 .. _the Dask Array documentation: https://docs.dask.org/en/latest/array.html