What Have We Accomplished
- 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.