DaSSWeb – Data Science and Statistics Webinar
Tuesday, 9 February, 14:30
Speaker: Susana Barbosa INESC TEC
Title: Perspectives from an unwilling data scientist
Zoom link: videoconf-colibri.zoom.us/j/81316919512
Abstract:
In this talk I will share my perspective on both basic concepts and practical aspects of getting information from data, aka data science practice. In terms of concepts I will address the subtleties of prediction, explanation and understanding, particularly in the context of time series. Based on my experience with environmental data and field campaigns, I will discuss data collection and data management features and its relevance in terms of rational use of resources and greener computing. I will also outline future opportunities and challenges in exploring the complementary nature of AI-based and physical-based modeling for the study of complex systems, such as the earth system. Finally I will discuss the postnormal stage of data science and its implications, particularly the need of transparent, open, and explainable data science.
DaSSWeb_Susana_Barbosa.pdf