How This AI Tool Breathes New Life Into Data Science
October 16, 2018 Beginners Data Journalism Data Science Deep Learning Driverless Explainable AI GPU H2O Driverless AI Machine Learning NLP Python R TechnicalAsk any data scientist in your workplace. Any Data Science Supervised Learning ML/AI project will go through many steps and iterations before it can be put in production. Starting with the question of “Are we solving for a regression or classification problem?” Data Collection & Curation Are there Outliers? What is the Distribution? What do […]
What does NVIDIA’s Rapids platform mean for the Data Science community?
October 10, 2018 Community Data Science GPU H2O Driverless AI H2O4GPU Machine Learning XGBoostToday NVIDIA announced the launch of the RAPIDS suite of software libraries to enables GPU acceleration for data science workflows and we’re excited to partner with NVIDIA to bring GPU accelerated open source technology for the machine learning and AI community. “Machine learning is transforming businesses and NVIDIA GPUs are speeding them up. With the support of the open […]
H2O for Inexperienced Users
August 24, 2018 Beginners Data Science H2O Machine LearningSome background: I am a rising senior in highschool, and the summer of 2018, I interned at H2O.ai. With no ML experience beyond Andrew Ng’s Introduction to Machine Learning course on Coursera and a couple of his deep learning courses, I initially found myself slightly overwhelmed by the variety of new algorithms H2O has to […]
Interpretability: The missing link between machine learning, healthcare, and the FDA?
August 23, 2018 Explainable AI H2O Driverless AI Machine LearningRecent advances enable practitioners to break open machine learning’s “black box”. From machine learning algorithms guiding analytical tests in drug manufacture, to predictive models recommending courses of treatment, to sophisticated software that can read images better than doctors, machine learning has promised a new world of healthcare where algorithms can assist, or even outperform, professionals […]
How to Frame Your Business Problem for Automatic Machine Learning
June 13, 2018 Data Science H2O Driverless AI Machine Learning Uncategorized [EN]Over the last several years, machine learning has become an integral part of many organizations’ decision-making at various levels. With not enough data scientists to fill the increasing demand for data-driven business processes, H2O.ai has developed a product called Driverless AI that automates several time consuming aspects of a typical data science workflow: data visualization, […]
Democratize care with AI — AI to do AI for Healthcare
April 23, 2018 Customer Healthcare Machine LearningVery excited to have Prashant Natarajan (@natarpr) join us along with Sanjay Joshi on our vision to change the world of healthcare with AI. Health is wealth. And one worth saving the most. They bring invaluable domain knowledge and context to our cause. As one of our customers would like to say, Healthcare should be […]
Developing and Operationalizing H2O.ai Models with Azure
January 24, 2018 Machine LearningThis post originally appeared here. It was authored by Daisy Deng, Software Engineer, and Abhinav Mithal, Senior Engineering Manager, at Microsoft. The focus on machine learning and artificial intelligence has soared over the past few years, even as fast, scalable and reliable ML and AI solutions are increasingly viewed as being vital to business success. […]
Happy Holidays from H2O.ai
December 31, 2017 Deep Learning Machine LearningDear Community, Your intelligence, support and love have been the strength behind an incredible year of growth, product innovation, partnerships, investments and customer wins for H2O and AI in 2017. Thank you for answering our rallying call to democratize AI with our maker culture. Our mission to make AI ubiquitous is still fresh as dawn […]
H2O.ai Raises $40 Million to Democratize Artificial Intelligence for the Enterprise
November 30, 2017 Data Science Machine LearningSeries C round led by Wells Fargo and NVIDIA MOUNTAIN VIEW, CA – November 30, 2017 – H2O.ai, the leading company bringing AI to enterprises, today announced it has completed a $40 million Series C round of funding led by Wells Fargo and NVIDIA with participation from New York Life, Crane Venture Partners, Nexus Venture […]