Examples

Tip

Check out the Datasets User Guide to learn more about Datasets’ features in-depth.

Simple Data Processing Examples

Ray Datasets is a data processing engine that supports multiple data modalities and types. Here you will find a few end-to-end examples of some basic data processing with Ray Datasets on tabular data, text (coming soon!), and imagery (coming soon!).

Processing NYC taxi data using Ray Datasets

Batch Training on NYC taxi data using Ray Datasets

Optical character recognition using Ray Datasets

Scaling Out Datasets Workloads

These examples demonstrate using Ray Datasets on large-scale data over a multi-node Ray cluster.

Large-scale ML Ingest