Uncover Data Insights with H2O AutoInsights
- Predictive AI
- Enterprise h2oGPTe
- H2O Driverless AI
This lesson walks through H2O AutoInsights, a tool that automatically surfaces frequency, correlation, and cluster analysis from a dataset alongside interactive visuals and narrative summaries. It works through a sales and retail example, showing anomaly detection flagging fifteen unusual data points that can be reviewed and exported. It shows Enterprise h2oGPTe's AI powered assistant integrating with H2O Driverless AI to build models and generate narrative insights from the results. It closes with an overview identifying key predictors, like store and department, and economic indicators driving sales, along with business recommendations.
Key takeaways
- What H2O AutoInsights surfaces automatically, including frequency, correlation, and cluster analysis
- How anomaly detection flags unusual data points that can be reviewed and exported for follow-up
- Why Enterprise h2oGPTe's assistant pairs with H2O Driverless AI to turn analysis into modeled insights
- The narrative summary identifies key predictors like store and department alongside economic indicators
- How the tool generates business recommendations directly from the discovered data patterns
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