There are 9 components in a production ML system — only 1 of which is about modeling. Let’s review them and see how they’re… (more…)

I’m going to consider a fairly unpopular idea: most efforts towards “explainable... (more…)

We take advantage of machine learning thanks to advancements in computing power. But how does it actually work? The answer is simple: algorithms. (more…)

This is a step-by-step walkthrough of a basic machine learning project, geared toward people with some knowledge of programming, but who don’t have much experience with machine learning. (more…)

Learning machine learning and deep learning is difficult for newbies. As well as deep learning libraries are difficult to understand. I am… (more…)