Adversarial machine-learning attacks and defenses have political dimensions... (more…)

In this article we walk through building a simple end to end BigQuery Machine Learning pipeline using Dataform to help us manage the end to end process of data preparation, training and prediction. (more…)

Three years (!!) ago, we (Jeremy Lewi, Vish Kannan and David Aronchick) stood on stage at Kubecon to introduce Kubeflow for the first time. We could not have possibly imagined what would have come about - thousands of GitHub stars, tens of thousands of co... (more…)

One of the most amazing things about Python's scikit-learn library is that is has a 4-step modeling pattern that makes it easy to code a machine learning classifier. While this tutorial uses a classifier called Logistic Regression, the coding process in t... (more…)

I specialize in trading inplay horse racing markets, a few of my algorithms depend on knowing how much of the race is left. I currently take the average time based on race type, course and distance… (more…)