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The for-profit sector has embraced data and analytics as a means to increase efficiency and grow the bottom line. The government and non-profit sectors are next in line. The Master of Urban Spatial Analytics is a one year graduate program that teaches students how to use spatial analysis and data science to address the most pressing public policy and city planning conundrums of our day. We are teaching the next generation of civic technologists. The one-year MUSA program combines coursework on GIS, spatial analysis, data science, statistics, R and python programming, data visualization and web-based mapping with world-class urban content coursework from across the University of Pennsylvania. The program is administered jointly by PennDesign and the Penn Institute for Urban Research.

For more information on the program contact the MUSA Program Director, Ken Steif, or the MUSA Program Coordinator at the Penn Institute for Urban Research, Laura Barron.

Prerequisites

Having some basic familiarity with GIS and related software is helpful but we do offer a GIS BootcampParty NVBAO X Clutch Tassel Bags£¬ Crystal 5 Handbag 17 Prom 7cm Satin 11 gold X Wedding Evening Womens  course right before the fall semester begins to help further prepare incoming students.

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