Categorical Encoding, Target Leakage Identification, and Feature Importance are readily available as no-code capabilities.

While the AWS Data Wrangler open source code has been available for some time, AWS has announced that SageMaker Studio now has Data Wrangler built right into the interface. No coding required. That is very appealing when building machine learning models in SageMaker. Let’s take a look.

The Setup

If you want to play along at home, the data is an open crash dataset from NY.

Once you have AWS and SageMaker set up, Data Wrangler has no additional configurations. You launch SageMaker Studio, and Data Wrangler is one of the options. You just click on New Flow, and you are on your way.

#aws #sagemaker #machine-learning