# 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](https://developers.google.com/machine-learning/guides/rules-of-ml/?utm_source=DevSite&utm_campaign=Text-Class-Guide&utm_medium=referral&utm_content=rules-of-ml&utm_term=distribution#training-serving_skew) as your training and evaluation data.
- Regularly re-evaluate by collecting more training data.
- If your data distribution changes, retrain your model.