Data Vault Ensemble Modeling

The Data Science Pipeline and AI’s Role in It

Zacharias Voulgaris, PhD

Data science has become a fairly loose term, an umbrella for all data analytics processes. In this talk we’ll look at the main components of the DS pipeline, in an attempt to clarify what DS is and how it helps deliver value to an organization. Also, since AI’s impact on DS is impossible to ignore, we’ll examine how AI fits in all of this, accelerating parts of the pipeline and bringing about a new generation of DS models.

Moreover, we’ll look at different aspects of DS and AI, from a manager’s perspective, how new technologies like cloud computing play a role in all this, and some ideas on how AI technologies are most likely to evolve. Finally, we’ll include some resources for further learning on these topics, as well as some pointers on what you can do, depending on your professional role, to make the most of this intriguing trend.

