Data sources | Modeling | Hyperparameter Tuning | Stacking | Results | Diagnostics | Prediction and Scoring | Retrieving Existing models | Error Handling | Programming with civis_ml | Appendix | Parallelization | Sample weights | Missing data | CivisML Versions | More information

A (Very) Quick Start

Script Concepts and Overview | Quick Start | Creating and Running Scripts | An Example Script | Run Outputs | Files | JSONValues | Script Parameters | Sharing Scripts with Templates | Custom Scripts | Making Changes | Discoverability | Conclusion

Concurrency in the Civis R Client | Building Many Models with future | Building Many Models with foreach | Building Many Models with mcparallel | Operating System / Environment Specific Errors

Passing Data Back and Forth | Reading Data Into R From Platform | Uploading Data to a Database | Uploading Data to S3 | Downloading Large Data Sets from Platform. | Running Queries on Platform | Common Errors | Civis API key not properly set or has expired. | Query does not return any results. | Database not set correctly.