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Comprehensive Guide to Image Classification using H2O Hydrogen Torch
by Jo-Fai Chow March 29, 2022 Computer Vision H2O AI Cloud Tutorials

In this article, we will learn how to build state-of-the-art models in computer vision and natural language processing within a couple of minutes using H2O Hydrogen Torch. Introduction to H2O Hydrogen Torch H2O Hydrogen Torch (HT) aims to simplify building and deploying deep learning models for a wide range of tasks in computer vision (CV) […]

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Democratizing Lending through AI
by Jo-Fai Chow March 23, 2022 Financial Services H2O AI Cloud

According to the Federal Reserve, nearly 40% of adults in the U.S. sought credit in 2020, only slightly fewer than those who applied in the previous pre-pandemic year; among those who applied more than 1 in 10 were denied credit or were approved for less than they had sought. The reasons behind these denials are […]

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Setting Up Your Local Machine for H2O AI Cloud Wave App Development
by Jo-Fai Chow March 17, 2022 H2O AI Cloud Wave

This article is for users who would like to build H2O Wave apps and publish them in the App Store within the H2O AI Cloud (HAIC). We will walk through how to set up your local machine for HAIC Wave App development. Instructions Developing with Wave H2O Wave is a framework for building frontends using […]

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Data Science with H2O.ai: An Introduction to Machine Learning and Predictive Modeling
by Jo-Fai Chow March 16, 2022 Data Science H2O H2O AI Cloud Machine Learning

Our own Jonathan Farland recently recorded a talk about machine learning and predictive modeling. In his talk, Jon also gave an overview of open source H2O and H2O AI Cloud. This video is a great resource for getting up to speed with the latest technology from H2O in half an hour. Some of you may […]

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Vaccine NLP
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A population and public health NLP solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI Social media platforms such as Twitter and Reddit have become invaluable tools for communication between individuals or groups and are widely used globally. As messages on these platforms can instantly be accessed by all users and remain on […]

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Expression Biomarker AI
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A drug discovery AI solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI In a healthy individual, each cell type has its own metabolic program, carrying out specific functions. This organization is disrupted in disease, either as a cause or a result of it, or both, and this disruption is reflected in the […]

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Gene Mutation AI and the Future of Cancer Research
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A genomics AI solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI Cancer is a multifactorial disease with exact causes we have only recently begun to understand. While inherited germline mutations are understood to create a genetic predisposition to the disease, stochastic accumulation of somatic mutations over a person’s lifespan is usually the […]

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Gene Mutation AI
by Jo-Fai Chow March 14, 2022 H2O AI Cloud Healthcare

A genomics AI solution from H2O.ai Health Powered by NVIDIA GPUs and NVIDIA AI As precision medicine becomes more widespread, both medical diagnosis and drug discovery are increasingly relying on and leveraging the individual’s genomic and phenotypic profiles. From the multiple types and subtypes of cancer to heart disease, to obesity or the immune response, […]

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Tackling Illegal, Unreported, and Unregulated (IUU) Fishing with AI
by Jo-Fai Chow February 28, 2022 AI4Good Computer Vision Deep Learning H2O AI Cloud Kaggle Use Cases

According to a report by the High-Level Panel for a Sustainable Ocean Economy, it is estimated that illegal, unreported, and unregulated (IUU) fishing accounts for 20 percent of the seafood and up to 50 percent in some areas. These activities not only affect the marine ecosystem but, in a way, are linked to climate change […]

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Demand Sensing with H2O Wave : Supply Chain Intelligence and Inventory Optimization for Retail, CPG, and FMCG Industries
by Jo-Fai Chow February 28, 2022 H2O AI Cloud Use Cases Wave

Demand Sensing can help optimize inventories by analyzing and modeling short-term and real-time signals The supply chains across the Consumer Packaged Goods (CPG), Fast-Moving Consumer Goods (FMCG) and Retail sectors need to continuously monitor the drivers that may impact their internal models and processes. These include systems around Manufacturing, Warehouse Management, Transportation, Distribution, Logistics, Inventory, […]

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