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