ODSC West 2024 Keynote

In the rapidly evolving fields of AI and data science, the emphasis often falls on data collection, model building, and machine learning algorithms. However, according to Dr. Alfred Spector, a distinguished researcher, author, and industry leader, these are only part of a broader and more complex picture.

In his ODSC West 2024 Keynote, “Beyond Models: Applying AI and Data Science Effectively,” Dr. Spector delves into the multifaceted nature of implementing AI and data science, offering a unique framework for tackling the many challenges that extend beyond the technical aspects.

Expanding the Scope: More than Just Data and Models

Dr. Spector highlights that deploying AI and data science solutions effectively requires addressing a broad range of challenges beyond simply developing sophisticated algorithms. He introduces a structured approach, or rubric, that takes into account the various dimensions impacting the application of AI.

This rubric serves as a practical tool for professionals to assess the viability and sustainability of their AI-driven projects, considering not only technical complexity but also ethical, regulatory, and operational factors.