Embracing the AI Revolution: ChatGPT’s Role in Advancing Data Science Consultation Services

Conference: Symposium on Data Science and Statistics (SDSS) 2024
06/05/2024: 11:25 AM - 11:50 AM EDT
Refereed 

Description

In this innovative exploration, we discuss the application of ChatGPT as a tool for data science consultants to provide robust consulting services. Targeted at all levels of data consulting, as practicing data science consultants, we outline our experiences employing ChatGPT to assist patrons in various data science endeavors such as data cleaning, manipulation, preprocessing, coding, visualization, algorithm development, statistical modeling, and results interpretation. We will provide a demonstration of ChatGPT in action, a walkthrough of its integration in our data consulting process, and discuss overcoming challenges associated with using this and other generative AI models. ChatGPT can expand the capacity and efficiency of data science, imparting vital skills for consultants to better cater to the evolving data-related needs of their patrons.

Keywords

data science consulting

generative ai

chatgpt 

Presenting Author

Alp Tezbasaran

First Author

Alp Tezbasaran

CoAuthor

Shannon Ricci, North Carolina State University

Tracks

Practice and Applications
Symposium on Data Science and Statistics (SDSS) 2024