Telling Stories from Computational Notebooks: AI-Assisted Presentation Slides Creation for Presenting Data Science Work

no code implementations • 21 Mar 2022 • Chengbo Zheng, Dakuo Wang, April Yi Wang, Xiaojuan Ma

Creating presentation slides is a critical but time-consuming task for data scientists.

Model Selection

Human-Centered AI for Data Science: A Systematic Approach

no code implementations • 3 Oct 2021 • Dakuo Wang, Xiaojuan Ma, April Yi Wang

Human-Centered AI (HCAI) refers to the research effort that aims to design and implement AI techniques to support various human tasks, while taking human needs into consideration and preserving human control.

AutoML

How AI Developers Overcome Communication Challenges in a Multidisciplinary Team: A Case Study

no code implementations • 13 Jan 2021 • David Piorkowski, Soya Park, April Yi Wang, Dakuo Wang, Michael Muller, Felix Portnoy

The development of AI applications is a multidisciplinary effort, involving multiple roles collaborating with the AI developers, an umbrella term we use to include data scientists and other AI-adjacent roles on the same team.