An essential part of responsibly practicing machine learning is understanding how you secure your data. H2O Managed Cloud offers a single-tenant cloud environment with multiple layers of security – but how do you get your data securely into the cloud for training, and how do you score sensitive information without exposing it to the internet? […]

We don’t like to brag, but we do like to celebrate the work our Makers create, and more importantly, why they create it: for you. H2O.ai was proud to accept the award for “Best Deep Learning Technology” at the AI Tech awards. H2O Hydrogen Torch, a no-code deep learning training engine, was released less than […]

Nothing tugs at the heart strings quite like a poster in your neighborhood about a missing cat or dog. For years, technology has enabled lost pets to be reunited with their families in the form of a small microchip that contains an owner’s contact information. Now some organizations are turning to emerging technology to help […]

It’s that time of the year again. A great initiative by DigitalOcean called Hacktoberfest that aims to bring more people to open source is about to start. Hacktoberfest incentives people to make at least 4 valuable contributions (pull requests) to an open source repository and get the reward in form of either a fancy T-shirt or planting a […]

There’s certainly been no shortage of examples of AI gone bad over the past few years–enough to give everyone pause on how (and if) this technology can truly be used for good.  If it’s not Facebook selling data of its users, it’s self-driving cars from Uber that can’t recognize pedestrians in time to slow down […]

Today, I would like to cover the most basic use case for H2O Wave, which is collecting a bunch of data and displaying them in a nice and clean way. The goal is to build a simple dashboard that shows how H2O Wave compares against its main competitors in terms of popularity and codebase metrics. The […]

Predicting Gender Differences in the Brain Using Machine Learning Automation Solution H2O Driverless AI 아동기 뇌인지 발달은 기억, 주의력, 사회성 등 고등 인지 기능에 영향을 미치고, 청소년기와 성인기의 뇌 발달로까지 이어집니다. Brain cognitive development in childhood affects higher cognitive functions such as memory, attention, and sociability, and leads to brain development in adolescence and adulthood. […]

Data Scientist and Kaggle Grandmaster, Dmitry Gordeev, presented at the Make with H2O.ai session on validation scheme best practices, our second accuracy masterclass. The session covered key concepts, different validation methods, data leaks, practical examples, and validation and ensembling.  Key Concepts While the validation topics covered are applicable to most models, the session focused on […]