This talk was part of the preface event of the ECMLPKDD Teaching Machine Learning workshop. https://teaching-ml.github.io/2020/#preface-satellite-event---sep... (more…)

Have you looked at Google Trends? It’s pretty cool — you enter some keywords and see how Google Searches of that term vary through time. I… (more…)

Bayes’ Theorem is about more than just conditional probability, and Naive Bayes is a flavor of the theorem which adds to its complexity and usefulness. (more…)

How the hyperparameters of our machine learning models are tuned at Canva... (more…)

A speaker at a lecture that I have attended recently summarized the philosophy of machine learning this way: “All knowledge comes from observed data, some from direct sensory experience and some from indirect experience, transmitted to us either culturall... (more…)