Overview
H2O's Driverless AI is an artificial intelligence (AI) platform that automates some of the most difficult data science and machine learning workflows such as feature engineering, model validation, model tuning, model selection, and model deployment. It aims to achieve highest predictive accuracy, comparable to expert data scientists, but in much shorter time thanks to end-to-end automation. Driverless AI also offers automatic visualizations and machine learning interpretability (MLI). Especially in regulated industries, model transparency and explanation are just as important as predictive performance.
Highlights
- Automatic Feature Engineering
- Automatic Visualization
- Machine Learning Interpretability
Details
Features and programs
Financing for AWS Marketplace purchases
Pricing
Type | Cost |
|---|---|
EBS General Purpose SSD (gp3) volumes | $0.08/per GB/month of provisioned storage |
Vendor refund policy
Please note that this listing operates under a Bring Your Own License (BYOL) model. As such, refund requests are governed by the terms associated with your original license purchase.
Legal
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Delivery details
64-bit (x86) Amazon Machine Image (AMI)
Amazon Machine Image (AMI)
An AMI is a virtual image that provides the information required to launch an instance. Amazon EC2 (Elastic Compute Cloud) instances are virtual servers on which you can run your applications and workloads, offering varying combinations of CPU, memory, storage, and networking resources. You can launch as many instances from as many different AMIs as you need.
Version release notes
Version 1.11.1.1
New Features: Added a migration guard to prevent unsupported upgrades from 1.10.x to 1.11.x, addressing potential issues with compatibility and stability.
Bug fixes: Fixed an issue with missing the prune_entities table, which was caused by database migration from older versions.
Fixed an issue where experiments did not complete when a small value is set for the max_runtime_minutes configuration option.
Fixed reproducibility issues in TextBert related models.
Fized CVE-2024-8862 security vulnerability.
Fixed various bugs caused by experiment migration.
Additional details
Usage instructions
"Point your browser to http:// [public IP address of the started instance] :12345 Login username: "h2oai". Login password is the "InstanceID"
Resources
Vendor resources
Support
AWS infrastructure support
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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