Pandata Blog

AI design and development for high risk industries

How to Use AI + Targeted Ads to Bolster Sales: Demystifying Recommender Systems Part III

We’ve talked quite a bit on this blog about recommender systems; so much, in fact, that it’s beginning to border dangerously on an obsession. And who can blame us? Recommenders are fascinating creatures, being some of the simplest AI systems

Ethics and AI: Approaches for Addressing Underlying Bias in Data Sets

Artificial Intelligence (AI) is often portrayed as a magical black box where data goes in and something like a self-driving car comes out. Unfortunately, the magical black box is subject to any constraints on data going in. For example, poor

How Does Spotify Know What Music I Might Like? Demystifying Recommender Systems Part II

In an earlier blog, we discussed some of the basic concepts behind recommender systems and what they do.  This time let’s delve a little deeper into how recommender systems work. First we need to start with the ingredients to our