Prediction code examples¶
The API user guide includes overviews and workflows for DataRobot's Python client that outline complete examples of prediction workflows and tasks. Be sure to review the API quickstart guide before using the notebooks below.
| Topic | Describes... |
|---|---|
| Make batch predictions with Azure Blob storage | How to generate SHAP-based Prediction Explanations with a use case that determines what drives home value in Iowa. |
| Using the Batch Prediction API | DataRobot's batch prediction API to score large datasets with a deployed DataRobot model. |
| Make batch predictions with Google Cloud Storage | How to read input data from and write predictions back to Google Cloud Storage. |
| Make Visual AI predictions via the API | Scripting code for making batch predictions for a Visual AI model via the API. |
| ESG score predictions with Python | How to use Python code from an example application that uses DataRobot to predict the Environmental, Societal, and Corporate (ESG) scores for stocks. |
| Create and schedule JDBC prediction jobs | How to use DataRobot's Python client to schedule prediction jobs and write them to a JDBC database. |