Tagged

Machine Learning

2 posts

Production Implementation of Machine Learning models

How we built an end-to-end pipeline using Spark and H2O Sparkling Water to get machine learning models from source control into production with minimal friction.

10 Oct 2015 · 2 min read

Machine LearningInfrastructure

Machine learning for large organisations

A practical approach to building an organisational machine learning pipeline that supports multiple tools, PMML-based model deployment, CI/CD practices, and A/B testing.

30 May 2015 · 4 min read