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AI-Driven Predictive Maintenance with H2O Hybrid Cloud
by parul August 2, 2021 AutoML H2O AI Cloud Machine Learning Interpretability Manufacturing

According to a study conducted by Wall Street Journal, unplanned downtime costs industrial manufacturers an estimated $50 billion annually. Forty-two percent of this unplanned downtime can be attributed to equipment failure alone. These downtimes can cause unnecessary delays and, as a result, affect the business. A better and superior alternative is using the machine’s historical […]

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The Emergence of Automated Machine Learning in Industry
by parul June 30, 2021 AutoML Company

This post was originally published by K-Tech, Centre of Excellence for Data Science and AI, powered by NASSCOM. The link of the post can be found here. The concept of Automated Machine Learning has gained much traction recently. Automated Machine Learning, also known as AutoML, is the process of automating the end-to-end process of applying […]

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Shapley summary plots: the latest addition to the H2O.ai’s Explainability arsenal
by parul April 21, 2021 AutoML H2O Driverless AI Machine Learning Interpretability Uncategorized

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 […]

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H2O AI Hybrid Cloud: Democratizing AI for Every Person and Every Organization
by parul March 24, 2021 AutoML Data Science H2O AI Cloud H2O Driverless AI ModelOps Wave

Harnessing AI’s true potential by enabling every employee, customer, and citizen with sophisticated AI technology and easy-to-use AI applications. Democratization is an essential step in the development of AI, and AutoML technologies lie at the heart of it. AutoML tools have played a pivotal role in transforming the way we consume and understand data. Given […]

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Mitos e verdades sobre o AutoML
by Bruna Smith November 10, 2020 AutoML Beginners Business Community Machine Learning

Todas as revoluções que tivemos até hoje, tanto as tecnológicas quanto industriais, possuem uma semelhança: elas estão ligadas à forma como os seres humanos lidam com as máquinas. Antes, os processos eram feitos de forma muito manual e, com o tempo, acabaram sofrendo uma evolução natural voltada para a automação. Com o aprendizado de máquinas […]

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The Challenges and Benefits of AutoML
by Bruna Smith October 14, 2020 AutoML H2O Driverless AI Machine Learning Responsible AI

Machine Learning and Artificial Intelligence have revolutionized how organizations are utilizing their data. AutoML or Automatic Machine Learning automates and improves the end-to-end data science process. This includes everything from cleaning the data, engineering features, tuning the model, explaining the model, and deploying it into production. AutoML accelerates your AI initiatives and can help make […]

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Combining the power of KNIME and H2O.ai in a single integrated workflow
by Bruna Smith October 14, 2020 AutoML Community H2O Driverless AI Partners Technical Posts Tutorials

KNIME and H2O.ai, the two data science pioneers known for their open source platforms, have partnered to further democratize AI. Our approaches are about being open, transparent, and pushing the leading edge of AI. We believe strongly that AI is not for the select few but for everyone. We are taking another step in democratizing […]

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The Benefits of Budget Allocation with AI-driven Marketing Mix Models
by Bruna Smith September 17, 2020 AutoML Business Customer GBM GLM Machine Learning Use Cases

Excerpt of the white paper: “The Latest in AI Technologies Reinvent Media and Marketing Analytics @ Allergan” Authors: Akhil Sood, Associate Director @ Marketing Sciences, Allergan Dr. Michael Proksch, Senior Director @ H2o.ai Vijay Raghavan, Associate Vice President @ Marketing Sciences, Allergan Introduction The call for accountability in marketing has been growing over recent years […]

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Exploring the Next Frontier of Automatic Machine Learning with H2O Driverless AI
by Jo-Fai Chow July 28, 2020 AutoML H2O Driverless AI

At H2O.ai, it is our goal to democratize AI by bridging the gap between the State-of-the-Art (SOTA) in machine learning and a user-friendly, enterprise-ready platform. We have been working tirelessly to bring the SOTA from Kaggle competitions to our enterprise platform Driverless AI since its very first release. The growing list of Driverless AI features […]

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Machine Learning in the Age of AutoML
Machine Learning in the Age of AutoML
by Jo-fai Chow May 15, 2020 AutoML H2O Driverless AI

“Just as electricity transformed almost everything 100 years ago, today I actually have a hard time thinking of an industry that I don’t think AI (Artificial Intelligence) will transform in the next several years.” : Andrew Ng Every company can be an artificial intelligence (AI) company. This article touches upon the basics of ML and […]

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