Aug09
Dissertation Talk: Tools and Techniques for Building Programming Assistants for Data Analysis
Zoom
- Rohan Bavishi
- Electrical Engineering and Computer Sciences (EECS)
We present techniques to build programming assistants for data analysts to improve their productivity when using programming-based tools and libraries. We leverage program synthesis, program testing, program analysis, and machine learning including graph neural networks and large language models to build these assistants.