AI-Powered Data Analysis
Welcome to our online event where we delve into the exciting world of data analysis powered by artificial intelligence. Join us for a deep dive into how AI is revolutionizing the way we interpret and utilize data. Whether you're a seasoned data analyst or just starting out, this event is perfect for anyone interested in the intersection of AI and data analysis.
During this event, you'll have the opportunity to learn from Jihye Kwon, Associate Director for Survey Research, participate in interactive workshops, and network with professionals passionate about data and AI. Don't miss out on this unique chance to expand your knowledge and skills in the rapidly evolving field of data analysis. Space is limited, secure your spot today!
Workshop Description
This workshop introduces practical methods for integrating artificial intelligence into quantitative data analysis. Participants will learn how to use AI tools to streamline the entire data analysis process—from cleaning and preparing datasets, fixing errors, and receiving syntax assistance, to conducting descriptive and regression analyses. The session will also cover strategies for interpreting results from statistical programs. By the end, attendees will gain confidence in applying AI to enhance accuracy, efficiency, and insight in their quantitative data analysis projects.
Learning contents
AI for the data workflow: choosing the right AI tool and tracking projects
Data cleaning & prep: detecting missing/duplicate values, recoding, type conversion, and tidy data structure
Error fixing: understanding and rewriting code for errors
Syntax assistance: generating code (e.g., R, Stata, SPSS); converting code between languages
Descriptive analysis: summary stats, tables, and quick visuals
Regression analysis: linear/logistic models and assumptions
Result interpretation: Interpreting coefficients, effect sizes, and statistical significance
Responsible use: data privacy and when not to trust AI
Contact Dr. Jihye Kwon for questions about this workshop (kwonjihy@usc.edu)
