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Industry and Use Case AI Apps
From Credit Scoring and Customer Churn to Anti-Money Laundering
From Clinical Workflow to Predicting ICU Transfers
From Claims Management to Fraud Mitigation
From Predictive Maintenance to Transportation Optimization
From Content Personalization to Lead Scoring
From Assortment Optimization to Pricing Optimization
From Predictive Customer Support to Predictive Fleet Maintenance
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Learn the best practices for building responsible AI models and applications
By H2O.ai Team | minute read | November 08, 2013
For years, I secretly suspected that a lot of our math came from Physics .
Some of the greatest leaps in math were made closely alongside the greatest discoveries in Physics. Calculus. QED. Turing.
The physics of our businesses is grounded in a complex systems understanding of domain. When Data science gets finally freed from time-sapping stone-age tools; quantitative thinkers will rise and get closer to strategy: providing intelligent data products to run a better business.
Jeff Bezos is one of the greatest data scientist of our time & he runs an amazing business!
The years ahead will be the years of Domain Science . So fall in love with what you are doing in your domain. Years spent understanding the ecosystem of your business makes you invaluable. That expertise combined with a power tool set will make you a force to reckon-with in your business. Domain Expertise + Data Science will usher a wave of change in the enterprise and the life systems surrounding it.
Human intuition rules supreme in higher level understanding of complex systems and machine learning in detailed chasing of outliers and phenomena. The combination will bring meaningful discovery & better solutions to the pressing problems of our time.
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.
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