Modzy is an Artificial Intelligence (AI) platform designed to bridge the gap over what we call the “AI Valley of Death”, or the often difficult process of getting an AI or machine learning (ML) model out of the lab and into production in a secure and scalable way....

Statistical Distances are used to quantify the distance between two distributions and are extremely useful in ML observability. This blog post will go into statistical distance measures and how they are used to detect common machine learning model failure modes. Data...

This is a 3 part series. To view Part 1 click here.  Introduction Implementing state-of-the-art architectures, tuning model hyperparameters, and optimizing loss functions are the fun parts of machine learning. Sexy as it may seem, behind each model that gets deployed...

In this video tutorial, Cheuk shows you how to build a React backend for a simple content management system. The full tutorial with accompanying files can be found at: Why React? React is a very popular JavaScript library for building user interfaces. In the 2021...

Photo by v2osk on Unsplash     In classification a central problem is how to effectively learn from discrete data formats (categorical or ordinal features). Most datasets present us with this problem so I guess it is fair to say that almost all data scientists have...

In a world of turbulent, unpredictable change, we humans are always learning to cope with the unexpected. Hopefully, your machine learning business applications do this every moment, by adapting to fresh data.  In a previous post, we discussed the impact of...