Deep Learning in the Real World: How to Deal with Non-differentiable Loss Functions

Over the past few years, deep learning has been taking by storm many industries. From voice recognition to image analysis and synthesis, neural networks have turned out to be very efficient at solving a vast number of problems. Concretely, if you can define your problem as the minimization of a differentiable objective function, there is … Continue reading Deep Learning in the Real World: How to Deal with Non-differentiable Loss Functions

The Virtues of Low-code Digital Transformation

When we speak of digital transformation, we have 2 kinds of considerations: strategic considerations (how tech can disrupt your business model), and operational considerations (how tech can streamline your operations). Here, we're going to speak about #2. I've been working lately with a large industrial corporation (1000s of employees) on a company-wide digital transformation effort. … Continue reading The Virtues of Low-code Digital Transformation