Automate Machine Learning with H2O Driverless AI on Dell Infrastructure

• 1

  Executive summary
• 2

  Document purpose
• 3

  Audience

• 1

  Revision history

• 1

  Machine learning challenges

• 1

  Overview of AutoML and H2O Driverless AI
• 2

  AutoML workflow with H2O Driverless AI
• 3

  Key features

• 1

  Solution architecture for AutoML
• 2

  Kubernetes-based deployment using Enterprise Steam
• 3

  Docker image
• 4

  Security
• 5

  GPU support
• 6

  Storage and network configuration
• 7

  Licensing

• 1

  Invoking H2O Driverless AI from cnvrg.io MLOps Platform

• 1

  AutoML on an optimized Dell infrastructure

• 1

  Sizing of AutoML infrastructure

• 1

  Validated use cases for AutoML
• 2

  Sentiment analysis with NLP
• 3

  Image classification

• 1

  Deployment and support

• 1

  The Dell Technologies Customer Solutions Center

• 1

  Conclusion
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  We value your feedback

• 1

  Dell Technologies documentation
• 2

  H2O.ai documentation
• 3

  NVIDIA documentation

• 1

  Appendix A – Model serving in cnvrg.io