The combination of massive compute power and the unprecedented rate of data generation has created an opportunity for every enterprise to interact with data in new ways, allowing them to identify opportunities for growth and business process optimization. But these same organizations face significant barriers to the adoption of artificial intelligence (AI) and machine learning, not the least of which is the lack of data science expertise in the global workforce.
DataRobot, an Intel® AI Builders partner, invented technology that automates the data science and machine learning workflow, allowing organizations to democratize data science. By capturing the knowledge, experience, and best practices of the world’s leading data scientists, DataRobot delivers unmatched levels of automation and ease-of-use for machine learning initiatives.
The DataRobot automated machine learning platform enables analytics professionals without advanced coding skills to be effective with machine learning, and augments the productivity of organizations with existing data science teams. With DataRobot, users build and deploy highly accurate machine learning models in a fraction of the time it takes using traditional data science methods.
DataRobot: Your AI Autopilot
DataRobot Autopilot mode lets you go from data to decision in five easy steps:
1. Ingest your data into the DataRobot platform
2. Select what you are trying to predict (prediction variable)
3. DataRobot’s platform builds and tests hundreds of models appropriate to your data and what you are trying to predict to find the best fit
4. Explore the best models to see why they perform as they do – DataRobot’s platform is not a black box
5. Deploy the model and make decisions in your application
Autopilot also provides guardrails to keep even novice users from missing critical steps in the process. And with the platform’s inherent data science DNA, data science experts can tweak, tune, and interpret every model.
The DataRobot platform is continually updated with the latest machine learning libraries, and DataRobot’s elite data scientists package these cutting-edge algorithms into comprehensive, end-to-end procedures that incorporate the most advanced data science best practices, yet are accessible to every user of the platform regardless of their skill level.
As part of the collaboration with Intel, DataRobot leverages Intel® Xeon® Scalable processors to power its automated machine learning platform. Intel® Xeon® Scalable processors provide the hardware foundation to deliver optimized performance for organizations in pursuit of low latency and scalability – two key performance features to support the AI-driven enterprise.
To learn more about DataRobot, check out our Intel® AI Builders page.
If you are in NYC for the Strata Data Conference, come by the DataRobot booth (#731) for a product demo. Or stop by the Intel booth (#717) to hear DataRobot present on the power of automated machine learning on Sept 11th (Tues) at 6:15-6:30pm or Sept 12th (Wed) at 4:30-4:45pm.