This minor provides students with a foundation in the methodology of data science coupled with disciplinary applications that students can select in accordance with their interests. The minor is open to all students and can be tailored to best complement any major field of study.
This is a course for PhD students in natural sciences with interests in applying new machine learning and AI approaches to their problem domains. It will consist of directed readings, tutorials, and weekly discussions.
This course investigates algorithms to implement resource-limited knowledge-based agents which sense and act in the world. Topics include, search, machine learning, probabilistic reasoning, natural language processing, knowledge representation and logic.
We have listed here a selection of data science courses offered in Penn’s School of Arts and Sciences. A complete list of courses available this semester is available via the course roster.