Step 6: Deploy Your Model

You can train, tune, and deploy machine learning models on Google Cloud. Please keep in mind the following key things when deploying your model:

  • Make sure your production data follows the same distribution as your training and evaluation data.
  • Regularly re-evaluate by collecting more training data.
  • If your data distribution changes, retrain your model.