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articles/machine-learning/how-to-train-scikit-learn.md
@@ -59,7 +59,8 @@ Reference for more available credentials if it does not work for you: configure
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<!-- Create a workspace object from the `config.json` file created in the [prerequisites section](#prerequisites). -->
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-[!notebook-python[](~/azureml-examples-main/sdk/jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb?name=credential)]
+[!notebook-python[](~/azureml-examples-v2samplesreorg/sdk/python/jobs/single-step/scikit-learn/train-hyperparameter-tune-deploy-with-sklearn/train-hyperparameter-tune-with-sklearn.ipynb?name=credential)]
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### Prepare scripts
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