Joint Solution with H2O Driverless AI and KNIME Server
Accelerate and simplify end to end data science automation.
What joint customers can now do:
- Develop an integrated data science workflow in KNIME Analytics Platform, from data discovery, data preparation to production-ready predictive models
- Deliver the power of automatic machine learning to business analysts, enabling more citizen data scientists with H2O Driverless
- Reduce model deployment times, leveraging H2O Driverless AI and KNIME Server for reliably managing management and creation process in production
End to end data science automation
Preparing data for AI, selecting the right model, pushing it into production, and continuously optimizing it is a process that typically requires many stakeholders and several tools. Parts of it can be automated but flexibility is paramount in order to select the techniques that answer a company’s questions in the best way. This H2O.ai and KNIME integration provides a solution that covers all of these challenges as well as increases data scientists’ productivity, reduces overall IT spend, and creates and uses more accurate predictions.
H2O Driverless AI integrated in a KNIME workflow
About H2O Driverless AI
H2O Driverless AI empowers data scientists to work on projects faster and more efficiently by using automation to accomplish key machine learning tasks in just minutes or hours, not months. Combined with KNIME Software, Driverless AI helps achieve true end-to-end automation powered by the best in class approaches to Data Science. Automation is now seamless across feature engineering, model validation, model tuning, model selection and deployment, machine learning interpretability, bring your own recipe, time-series and automatic pipeline generation for model scoring.
H2O.ai is the open source leader in AI and automatic machine learning with a mission to democratize AI for everyone. H2O.ai is transforming the use of AI to empower every company to be an AI company in financial services, insurance, healthcare, telco, retail, pharmaceuticals and marketing. H2O.ai is driving an open AI movement with H2O, which is used by more than 20,000 companies and hundreds of thousands of data scientists. H2O Driverless AI, an award winning and industry leading automatic machine learning platform for the enterprise, is helping data scientists across the world in every industry be more productive and deploy models in a faster, easier and cheaper way.