Why Are There So Few New Programming Languages?
When was the last time you heard about a new programming language? And by that I mean a programming language that introduces some new concepts or tries to do things in a totally different way, not yet another variation on the same (C-)theme. It’s possible that I missed out on something, but it seems to […]
Who Puts Your Machine Learning Models in Production?
When building Machine Learning (ML) products, what is the common output from the following three agile objectives? Build things fast Build things right Build the right things Answer: A useful and reusable model. No MVP without a model in production. And production is not the final easy step after proving model value in a notebook. It’s not merely an […]
Exploring digital art with CSS-only
Let’s start with what CSS-only means. It’s exactly what it sounds like, making things appear in a browser using nothing but HTML divs and CSS. So no code, no libraries, no dependencies, super easy right? Now obviously I’m not talking about fully functioning web applications (though I have seen some mocked out to an incredible degree). […]
Why you need MLOps to build agile ML products
If your ML project goal is mostly research oriented and it is to demonstrate that a data set and a model can solve a given problem, then worrying about automating the operational part and deploying the model to be available for end-users might seem far away. Maybe you don’t even have end-users ready to test […]