November 18th, 2013

H2O goes to CodeMesh in London

RSS icon RSS Category: Uncategorized
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

+
Developing and Retaining Data Science Talent

It’s been almost a decade since the Harvard Business Review proclaimed that “Data Scientist” is

May 12, 2022 - by Jon Farland
+
The H2O.ai Wildfire Challenge Winners Blog Series – Team Too Hot Encoder

Note: this is a community blog post by Team Too Hot Encoder - one of

May 10, 2022 - by H2O.ai Team
+
The H2O.ai Wildfire Challenge Winners Blog Series – Team HTB

Note: this is a community blog post by Team HTB - one of the H2O.ai

May 10, 2022 - by H2O.ai Team
+
Bias and Debiasing

An important aspect of practicing machine learning in a responsible manner is understanding how models

April 15, 2022 - by Kim Montgomery
+
Comprehensive Guide to Image Classification using H2O Hydrogen Torch

In this article, we will learn how to build state-of-the-art models in computer vision and

March 29, 2022 - by H2O.ai Team
+
H2O Wave Snippet Plugin for PyCharm

Note: this blog post by Shamil Dilshan Prematunga was first published on Medium. What is PyCham? PyCharm

March 24, 2022 - by Shamil Prematunga

Start Your Free Trial