By H2O.ai Team | minute read | February 05, 2014
Bob Dylan* said that.
User-centric modeling is here to stay. Rich insights are available when we combine, knowledge of the world with knowledge of your customer. Yes, one at a time. However, users tangle in a network of events and overlap & become part of each others models.
Sensor data can avoid granularity mismatch by building models that are per user. Location, temporal attributes and activities provide context. Context-aware user models therefore leave a more vivid picture of your customer.
The best way to capture context is to not. Intelligence in the edge – model where the data is being collected or created gives the best context. Ensembling & stitching them with historical models gives perspective.
*I’ll let you be in my dreams if I can be in yours
At H2O.ai, democratizing AI isn’t just an idea. It’s a movement. And that means that it requires action. We started out as a group of like minded individuals in the open source community, collectively driven by the idea that there should be freedom around the creation and use of AI.
Today we have evolved into a global company built by people from a variety of different backgrounds and skill sets, all driven to be part of something greater than ourselves. Our partnerships now extend beyond the open-source community to include business customers, academia, and non-profit organizations.