Confidence intervals are no silver bullet, but at the very least, they can offer an additional glimpse into the uncertainty of the reported accuracy and perf... (more…)

This blog post is the continuation of "Active Learning, part 1: the Theory", with a focus on how to apply the said theory to an image classification task with PyTorch. (more…)

Machine Learning Summer School (MLSS) 2020. The machine learning summer school series was started in 2002 with the motivation to promote modern methods of statistical machine learning and inference. Machine learning summer schools present topics which are... (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…)

We're going to explore why the concept of vectors is so important in machine learning. We'll talk about how they are used to represent both data and models. ... (more…)