How social scientists can use transfer learning to kick-start a deep learning project
Social scientists are increasingly adopting machine learning methods to analyze large amounts of text, images and other kinds of data.
Numbers, Facts and Trends Shaping Your World
Adam Hughes is associate director of Data Labs at Pew Research Center. He is an applied computational social scientist focused on communication, behavior and public opinion. His research also evaluates the promise and pitfalls of emerging methodological approaches. He has coauthored research that uses computer vision to understand gender in online images; work that applies natural […]
Patrick van Kessel is a senior data scientist at Pew Research Center, specializing in computational social science research and methodology. He is the author of studies that have used natural language processing and machine learning to measure negative political discourse and news sharing behavior by members of Congress on social media, and is involved in […]