H2O Driverless AI

H2O Driverless AI

Paid

Automated machine learning at speed.

H2O.aiLaunched 2017-01-30

Pricing details

Free trial; commercial license from ~$70k/year; H2O.ai Cloud usage-based

About H2O Driverless AI

H2O Driverless AI auto-generates feature engineering and tuned models. Strong for tabular data and time-series forecasting. Teams pick it because automatic feature engineering and strong on tabular data.

Things to keep in mind: driverless ai license is pricey.

H2O Driverless AI is a paid tool from H2O.ai and launched on 2017-01-30. It sits in the Research space and is best used to Build predictive models, Forecast metrics. Pricing breaks down as: Free trial; commercial license from ~$70k/year; H2O.ai Cloud usage-based.

Features

  • Cited answers with sources
    Built-in support for cited answers with sources — used for build predictive models.
  • Long-document summarisation
    Built-in support for long-document summarisation — used for build predictive models.
  • Comparative reasoning across papers
    Built-in support for comparative reasoning across papers — used for build predictive models.
  • Export to citation managers
    Built-in support for export to citation managers — used for build predictive models.

Pros

  • Automatic feature engineering
  • Strong on tabular data
  • Open-source H2O-3 available free

Cons

  • Driverless AI license is pricey
  • Steeper learning curve than DataRobot
  • Visualizations dated

Categories

Research

Best use cases

Build predictive models
Forecast metrics

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