Chapter 10 Workflow

10.1 Prediction

  1. feature engineering
  2. ML wizardry
  3. more feature engineering
  4. ???
  5. predictions

10.2 Inference

  1. Clean data
  2. Specify model
  3. Fit model
  4. Check that model fitting process converged / worked
  5. Check statistical assumptions of model

KEY part that always gets left out: working with multiple modellings