What Have We Accomplished

We have:

  • Created a Notebook for exploratory analysis
  • Creaetd an ETL to prepare training data
  • Trained the model with Hyperparameter Optimization
  • Putted “new data” through a preprocessing pipeline to get it ready for prediction
  • Automatized batch predictions for new data using a combination of CloudWatch, Step Functions, Lambda, Glue and SageMaker.