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Automate Machine Learning with H2O Driverless AI on Dell Infrastructure
Introduction Revision history The challenges of AI adoption Overview of AutoML and H2O Driverless AI Solution architecture for AutoML Invoking H2O Driverless AI from cnvrg.io MLOps Platform AutoML on an optimized Dell infrastructure Sizing of AutoML infrastructure Validated use cases for AutoML
Validated use cases for AutoML
Sentiment analysis with NLP
Image classification
Dell Technologies services and support The Dell Technologies Customer Solutions Center Conclusion References Appendix A – Model serving in cnvrg.io

Validated use cases for AutoML

Validated use cases for AutoML

  • We validated the design presented in this white paper through two use cases: sentiment analysis and image classification. We used the workflow described in AutoML workflow with Driverless AI for these two use cases.