SageMaker AWS Binary Text Classification

Question

Can AWS SageMaker handle binary classification using TFidf vectorized text as prediction base?

Answer 1

You would have to use inference pipeline for your use case. What that means is that you will need to use a pre-processing step to featurize your text into tfidf and then feed into Sagemaker classification. Here's a SO answer with more details around this.