Building Research Databases
Work in progress
Python Tutorials
A series of tutorials introducing Python syntax data types, control structures, functions, and classes.
Pandas Tutorials
A series of tutorials introducing the Python Pandas module and key topics of data wrangling.
Computational Social Science
A course surveying three computational methods used in social science: text analysis, machine learning, and social network analysis. Includes online tutorials.
Text Analysis
A course surveying text preprocessing and major methods of text analysis including keyword analysis, topic modeling, sentiment analysis, word-embeddings document classfification, and semantic networks. Online tutorials are included.
Data Engineering and Analysis
A course introducing the the full stack of tools in the data science
toolkit, from data collection to analysis, but with special emphasis on data wrangling.
Survey of Social Science Methods
A graduate-level course surveying four major social science methodologies: experiments, statistical analysis of observed data, historical comparative analysis, ethnography.