Important note: Prior coding or statistical modeling experience not required
Learn basic visualilzation and statistical modeling to cutting-edge techniques like LLMs (ChatGPT). This course provides rigorous training to create reproducible research in economics and public policy. Open to all skill levels.
- Use Python to collect, clean, and analyze policy-relevant data.
- Design and implement reproducible research workflows to effectively manage and utilize public data.
- Apply statistical and machine learning methods to analyze policy problems
- Process and analyze text data using traditional NLP and modern LLMs (ChatGPT) to extract meaningful insights.
- Develop visualization to communicate research findings effectively to both technical and non-technical audiences.
- Collaborate effectively using professional data science tools like GitHub, Overleaf, and Google Colab.