how can I preprocess input data before making predictions in sagemaker?

Question

I am calling a Sagemaker endpoint using java Sagemaker SDK. The data that I am sending needs little cleaning before the model can use it for prediction. How can I do that in

Answer 1

You need to write a script and supply that while creating you model. That script would have a input_fn where you can do your preprocessing. Please refer to aws docs for more details.

https://docs.aws.amazon.com/sagemaker/latest/dg/mxnet-training-inference-code-template.html