Getting Started

To start the workshop, let’s create a Jupyter Notebook in Sagemaker and clone the repos to it in order to continue with the first part:

  • Exploratory analysis
  • ETL to prepare training data
  • Training the model with Hyperparameter Optimization
  • Putting “new data” through a preprocessing pipeline to get it ready for prediction
  • Batch predictions for new data