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aws-samples / sagemaker-101-workshop

Hands-on demonstrations for data scientists exploring Amazon SageMaker
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Swap out sklearn dataset #16

Closed athewsey closed 2 years ago

athewsey commented 3 years ago

The optional/non-core custom_sklearn_rf exercise currently uses the Boston housing dataset which is deprecated due to ethical issues in its construction, as documented here.

For our purposes we're really just looking for an end-to-end tabular data SKLearn training & inference example. This example should be swapped out for some other standard sample dataset.

athewsey commented 2 years ago

This new ANZ repo now has an updated sample using the California housing dataset instead - so hopefully we can align with that: https://github.com/aws-samples/anz-amazon-sagemaker-immersionday