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Pandata Blog

Approachable, Ethical, Human-Centered AI

sales AI
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 in AI
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

AI Recommender system
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