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…)

penn-ml-benchmarks - A large, curated repository of benchmarks for evaluating supervised machine learning algorithms. (more…)

Linear algebra is to machine learning as flour to bakery: every machine learning model is based in linear algebra, as every cake is based in flour. It is not the only ingredient, of course. Machine learning models need vector calculus, probability, and op... (more…)

data-science-machine-learning-ai-big-data-iot-resources - A curated set of resources for data science, machine learning, artificial intelligence (AI), big data, internet of things (IoT), and more. ... (more…)

Since I switched to the field of machine learning, I have been interested in its theoretical foundations—doing a lot of pure mathematics in before my Ph.D. (and a tiny bit during the Ph.D. as well) left its mark apparently. I noticed two things relatively... (more…)