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Amazon Redshift Integration for H2O.ai Model Scoring
by Mary Beth Moore November 22, 2021 Data Science H2O AI Hybrid Cloud

We consistently work with our partners on innovative ways to use models in production here at H2O.ai, and we are excited to demonstrate our AWS Redshift integration for model scoring. Amazon Redshift is a very popular data warehouse on AWS. We wanted to expand on the existing capacities of using data from Redshift to train […]

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What does it take to win a Kaggle competition? Let’s hear it from the winner himself.
by parul June 14, 2021 Data Science Kaggle Makers

In this series of interviews, I present the stories of established Data Scientists and Kaggle Grandmasters at H2O.ai, who share their journey, inspirations, and accomplishments. These interviews are intended to motivate and encourage others who want to understand what it takes to be a Kaggle Grandmaster. In this interview, I shall be sharing my interaction […]

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What it takes to become a World No 1 on Kaggle
by parul May 3, 2021 Data Science Kaggle Machine Learning Makers

In conversation with Guanshuo Xu: A Data Scientist, Kaggle Competitions Grandmaster, and a Ph.D. in Electrical Engineering. In this series of interviews, I present the stories of established Data Scientists and Kaggle Grandmasters at H2O.ai, who share their journey, inspirations, and accomplishments. The intention behind these interviews is to motivate and encourage others who want […]

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Safer Sailing with AI
by Anastacia Visneski April 1, 2021 Customer Data Science H2O Machine Learning Interpretability Open Source Uncategorized Wave

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 […]

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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 Hybrid 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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Using Python’s datatable library seamlessly on Kaggle
by parul February 3, 2021 Data Munging Data Science datatable

Managing large datasets on Kaggle without fearing about the out of memory error

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Automate your Model Documentation using H2O AutoDoc
by Saurabh Kumar November 19, 2020 Data Science H2O Driverless AI

Create model documentation for Supervised learning models in H2O-3 and Scikit-Learn — in minutes. The Federal Reserve’s 2011 guidelines state that without adequate documentation, model risk assessment and management would be ineffective. A similar requirement is put forward today by many regulatory and corporate governance bodies. Thus model documentation today is more of a necessity than a choice. […]

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From GLM to GBM – Part 2
by Patrick Moran July 9, 2020 Data Science Explainable AI GBM GLM Machine Learning Interpretability Responsible AI Shapley

How an Economics Nobel Prize could revolutionize insurance and lending Part 2: The Business Value of a Better Model Introduction In Part 1, we proposed better revenue and managing regulatory requirements with machine learning (ML). We made the first part of the argument by showing how gradient boosting machines (GBM), a type of ML, can […]

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From GLM to GBM – Part 1
by Patrick Moran June 9, 2020 Data Science Explainable AI GBM GLM Machine Learning Interpretability Responsible AI Shapley

How an Economics Nobel Prize could revolutionize insurance and lending Part 1: A New Solution to an Old Problem Introduction Insurance and credit lending are highly regulated industries that have relied heavily on mathematical modeling for decades. In order to provide explainable results for their models, data scientists and statisticians in both industries relied heavily […]

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Lessons of COVID-19 and Moving Forward: Key Takeaways
by Bruna Smith May 1, 2020 AI4Good Community Company Data Science

This week, we hosted our second virtual panel focused on how AI can empower healthcare organizations to make better decisions and save lives. Improved forecasting and predictions lead to higher chances in managing and mitigating adverse events, such as the COVID-19 pandemic. I’m proud to acknowledge that H2O.ai is committed to helping customers and researchers […]

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