Custom Machine Learning Recipes: Ingredients for Success

Presented by

Rafael Coss, Sandip Sharma, Peter Kokinakos

About this talk

H2O Driverless AI is's flagship platform for automatic machine learning. It fully automates the data science workflow including some of the most challenging tasks in applied data science such as feature engineering, model tuning, model optimization, and model deployment. Driverless AI turns Kaggle Grandmaster recipes into a full functioning platform that delivers "an expert data scientist in a box" from training to deployment. Driverless AI empowers data scientists to work on projects faster using automation and state-of-the-art computing power from GPUs to accomplish tasks in minutes that used to take months. We're excited to have recently added the ability for users, partners and customers to extend the platform with Bring-Your-Own-Recipe. Domain experts and advanced data scientists can now write their own recipes and seamlessly extend Driverless AI with their favorite tools from the rich ecosystem of open-source data science and machine learning libraries. We’re just as excited to introduce you to our newest partner, MIP Australia. As our community grows, we want to provide you with access to local support, training and consulting services. MIP Australia is one of the leading data-focused companies in Australia and we welcome them to the H2O family.

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Subscribers (19200) is the maker of H2O, the world's best machine learning platform and Driverless AI, which automates machine learning. H2O is used by over 200,000 data scientists and more than 18,000 organizations globally. H2O Driverless AI does auto feature engineering and can achieve 40x speed-ups on GPUs.