Home > APEX > Compute & HCI > White Papers > Automate Machine Learning with H2O Driverless AI on Dell APEX > Validated solution
Dell Technologies has worked closely with H2O.ai to deliver AutoML for AI and machine learning adopters through a jointly engineered and validated solution. The solution helps organizations capitalize on the benefits of AutoML for machine learning and AI workloads, as shown in the following figure:
This design for AutoML with the H2O Driverless AI platform has been validated with the Dell Validated Design for AI with VMware, which is described in the Virtualizing GPUs for AI with VMware and NVIDIA Design Guide. This platform uses VMware vSphere with Tanzu for the Kubernetes layer. It uses NVIDIA AI Enterprise software for additional applications, frameworks, and tools that researchers, data scientists, and developers can use to build machine learning models and analyze data. The solution is powered with the Dell APEX Private Cloud - AI/ML option, and is coupled with the Dell APEX Data Storage Services - Performance Optimized option. It provides the analytics performance and concurrency at scale that is critical to consistently feed the most data-hungry machine learning and AI algorithms.
Note: Other Dell Validated Designs for container platforms, including Red Hat OpenShift and others, can be used with similar results. However, Dell Technologies has not validated these container platforms for AutoML as of the publication of this white paper.