November 18th, 2013

H2O goes to CodeMesh in London

RSS icon RSS Category: Uncategorized [EN]
Fallback Featured Image

An API for Distributed Computing

We have defined an API and built an open-source platform for dealing with in-memory distributed data. We’ve used it to built state-of-the-art predictive modeling and analytics (e.g. GLMNET, GBM, Random Forest) that’s 1000x faster than the disk-bound alternatives, and 100x faster than R (we love R but it’s tooo slow on big data!). We’re building our newest algorithms in a few weeks, start to finish, because the platform makes Big Math easy. We routinely test on 100G datasets, have customers using 200G datasets, and have lab tested even more.
This talk is about a coding style & API that lets us seamlessly deal with datasets from 1K to 1TB without changing a line of code, lets us use clusters ranging from your laptop to 50 server clusters with many many TB of ram and hundreds of CPUs.
Talk objectives:
Learn about a platform & API for doing in-memory analytics.
Target audience:
People who got data, and want to do fast predictive modeling and analytics… or just need a platform that lets them code to Big Data naturally.

Leave a Reply

+
10 Consejos para Convertirte en un Científico de Datos Exitoso

En este mundo que no deja de cambiar y sorprendernos, como científicos de datos debemos

January 19, 2023 - by Favio Vázquez
+
Explaining models built in H2O-3 — Part 1

Machine Learning explainability refers to understanding and interpreting the decisions and predictions made by a

December 22, 2022 - by Parul Pandey
+
H2O.ai at NeurIPS 2022

H2O.ai is proud to participate in the 36th Conference on Neural Information Processing Systems (NeurIPS)

December 6, 2022 - by Marcos V. Conde
+
A Brief Overview of AI Governance for Responsible Machine Learning Systems

Our paper “A Brief Overview of AI Governance for Responsible Machine Learning Systems” was recently

November 30, 2022 - by Navdeep Gill, Abhishek Mathur and Marcos V. Conde
+
H2O World Dallas Customer Talks

After three long years of not having an #H2OWorld, we finally held our first one

November 24, 2022 - by Vinod Iyengar
+
New in Wave 0.24.0

Another Wave release has arrived with quite a few exciting new features. Let's quickly go

November 21, 2022 - by Martin Turoci

Request a Demo

Explore how to Make, Operate and Innovate with the H2O AI Cloud today

Learn More