While AI seeks to make computers do smart things, machine learning can often be thought of as getting machines to do the dumb things really fast, over and over and over. The result is a smart thing made up of many simple building blocks.

With ML our machines can learn from the past and as a result, advertising becomes more relevant and less expensive. This means more revenue for publishers, better performance for advertisers and a better experience for users.

In this episode, learn about how programmatic advertising is an adversarial system and the role MLOps will play in its evolution. In fact, MLOps topped LinkedIn's Emerging Jobs ranking.