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 […]
10 Consejos para Convertirte en un Científico de Datos Exitoso
January 19, 2023 AutoML Beginners Data ScienceLa ciencia de datos llegó para quedarse. Los científicos de datos utilizan sus habilidades para ayudar a las empresas a tomar mejores decisiones sobre sus productos, servicios, a optimizar procesos, ahorrar y mejorar rentabilidad. Convertirse en un científico de datos de éxito implica muchos aspectos y el estudio continuo, ya que es un área en […]
H2O.ai at NeurIPS 2022
December 6, 2022 AI for Good Data Science Machine LearningH2O.ai is proud to participate in the 36th Conference on Neural Information Processing Systems (NeurIPS) 2022, one of the biggest and most prestigious international conferences in artificial intelligence. NeurIPS 2022 will be a Hybrid Conference from Monday, November 28th through Friday, December 9th, with an in-person event at the New Orleans Convention Center during the […]
Make with H2O.ai Recap: Validation Scheme Best Practices
August 23, 2022 Data Science Kaggle Machine Learning Make with H2O.aiData Scientist and Kaggle Grandmaster, Dmitry Gordeev, presented at the Make with H2O.ai session on validation scheme best practices, our second accuracy masterclass. The session covered key concepts, different validation methods, data leaks, practical examples, and validation and ensembling. Key Concepts While the validation topics covered are applicable to most models, the session focused on […]
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 […]
Shapley Values – A Gentle Introduction
January 11, 2022 Data Science Shapley Technical PostsIf you can’t explain it to a six-year-old, you don’t understand it yourself. – Albert Einstein One fear caused by machine learning (ML) models is that they are blackboxes that cannot be explained. Some are so complex that no one, not even domain experts, can understand why they make certain decisions. This is of particular […]
1st Place Winner’s Blog – Kaggle 2021 Data Science and Machine Learning Survey
January 4, 2022 Data Journalism Data Science KaggleKaggle, the largest global community of data scientists, conducted the 5th annual industry-wide survey that presented a truly comprehensive view of the state of data science and machine learning. A total of 25,973 responses were collected from participants from over 60 countries. Kaggle also launched the Data Science Survey Challenge in which the goal was […]
Amazon Redshift Integration for H2O.ai Model Scoring
November 22, 2021 Data Science H2O AI CloudWe 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 […]
What does it take to win a Kaggle competition? Let’s hear it from the winner himself.
June 14, 2021 Data Science Kaggle MakersIn 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 […]