About the course
In the 21st century, “Big Data” surround us. Data are being collected about all aspects of our daily lives. To improve transparency and accountability, an increasing number of public organizations are sharing their data with the public. But data are not information. You need good information to make sound decisions. To be an effective public leader, you will need to learn how to harness information from available data.
This course will introduce you to key elements of data science, including data transformation, analysis, visualization, and presentation. An emphasis is placed on manipulating data to create informative and compelling analyses that provide valuable evidence in public policy debates. We will teach you how to present information using interactive apps that feature software packages. As in all courses at Fels, we will concentrate on more practical skills than theoretical concepts behind the techniques.
This course is designed to expand upon core concepts in data management and analysis that you learned in GAFL 640: Program Evaluations and Data Analysis. This is a graduate-level course and while GAFL 640 is not a pre-requisite, students are expected to have a foundation of data management and analysis before beginning this course.
Samantha Sangenito is an instructor at the Fels Institute of Government and Political Science department at the University of Pennsylvania, where she teaches topics in data science to graduate and undergraduate students. As a data scientist in the public sector, she developed performance manageme...
Because of COVID-19, many providers are cancelling or postponing in-person programs or providing online participation options.
We are happy to help you find a suitable online alternative.