Building a Fraud Detection Model with H2O AI Cloud
July 28, 2023 AutoML H2O AI Cloud H2O Driverless AI Uncategorized [EN]In a previous article[1], we discussed how machine learning could be harnessed to mitigate fraud. This time, we’ll delve into a step-by-step guide on leveraging H2O AI Cloud to construct efficient fraud detection models. We’ll tackle this process in three critical stages: build, operate, and detect. First, we’ll utilize Driverless AI in H2O AI Cloud […]
Reducing False Positives in Financial Transactions with AutoML
July 14, 2023 AutoML Data Science H2O AI Cloud H2O Driverless AI Machine Learning Uncategorized [EN]In an increasingly digital world, combating financial fraud is a high-stakes game. However, the systems we deploy to safeguard ourselves are raising too many false alarms, with over 90% of fraud alerts being false positives. These false positives, not only frustrating for consumers but also costly for financial institutions, can eclipse the cost of the […]
Generating LLM Powered Apps using H2O LLM AppStudio – Part1: Sketch2App
June 20, 2023 Data Science H2O AI Cloud Machine Learningsketch2app is an application that let users instantly convert sketches to fully functional AI applications. This blog is Part 1 of the LLM AppStudio Blog Series and introduces sketch2app The H2O.ai team is dedicated to democratizing AI and making it accessible to everyone. One of the focus areas of our team is to simplify the […]
H2O Managed Cloud With AWS PrivateLink is Now Generally Available
November 10, 2022 H2O AI CloudAn essential part of responsibly practicing machine learning is understanding how you secure your data. H2O Managed Cloud offers a single-tenant cloud environment with multiple layers of security – but how do you get your data securely into the cloud for training, and how do you score sensitive information without exposing it to the internet? […]
Improving Machine Learning Operations with H2O.ai and Snowflake
June 7, 2022 Cloud H2O AI Cloud MLOps SnowflakeOperationalizing models is critical for companies to get a return on their machine learning investments, but deployment is only one part of that operationalization process. With H2O.ai’s latest Snowflake Integration Application, authorized Snowflake users can easily deploy models, significantly reducing deployment timelines and enabling a level of self-service that creates faster time to value. H2O.ai […]
Improving Manufacturing Quality with H2O.ai and Snowflake
June 3, 2022 Cloud Computer Vision H2O AI Cloud Machine Learning Manufacturing SnowflakeManufacturers are rapidly expanding their machine learning use cases by leveraging the deep integration between Snowflake’s Data Cloud and the H2O AI Cloud. Many current manufacturing quality checks require that sensor data and image data be processed and analyzed separately. Standard tooling presents challenges in storing and referencing these data types together. Often, comparison on […]
Comprehensive Guide to Image Classification using H2O Hydrogen Torch
March 29, 2022 Computer Vision H2O AI Cloud TutorialsIn 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) […]
Democratizing Lending through AI
March 23, 2022 Financial Services H2O AI CloudAccording 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 […]
Setting Up Your Local Machine for H2O AI Cloud Wave App Development
March 17, 2022 H2O AI Cloud WaveThis 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 […]
Data Science with H2O.ai: An Introduction to Machine Learning and Predictive Modeling
March 16, 2022 Data Science H2O H2O AI Cloud Machine LearningOur 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 […]