It is impossible to deploy successful AI models without taking into account or analyzing the risk element involved. Model overfitting, perpetuating historical human bias, and data drift are some of the concerns that need to be taken care of before putting the models into production. At H2O.ai, explainability is an integral part of our ML […]

In the last week, the world watched as responders tried to free a cargo ship that had gone aground in the Suez Canal. This incident blocked traffic through a waterway that is critical for commerce. While the location was an unusual one, ship collisions, allisions, and groundings are not uncommon. With all the technology that […]

Você sabia que inteligência artificial e machine learning não são conceitos novos? Pois eles surgiram pela primeira vez em 1956 na universidade de Dartmouth, nos Estados Unidos, mas vêm mudando e evoluindo significativamente ao longo do tempo. Hoje, a quantidade de dados que uma empresa dispõe para análise é gigantesca e seu crescimento é exponencial. […]

The path to democratize AI starts with one class Artificial Intelligence (AI) is like a superhighway, it’s moving fast, evolving, and growing quickly. Like most things in life, data scientists are not born with AI and Machine Learning(ML) knowledge. They learn it. Learning is a journey.  At H2O.ai, we are on a mission to democratize AI. […]