Combine Big Data, Spark and H2O.ai Sparkling Water

- load data into (local) Big Data environment
- load data into Spark context
- load data into H2O.ai Sparkling Water context
- build H2O model in Big Data environment
- use H2O model
- check accuracy of model
- store model as MOJO file
- reuse stored model on ‚new‘ data with or without the sparkling water context

External resources

• H2O.ai Auto-Machine_learning
• Machine Learning Meta Collection (with KNIME)
• Original discussion
• KNIME and H2O