Full Courses

University of Illinois at Urbana-Champaign, iSchool

• Network Analysis (newly developed): Fall 2012-2016, Spring 2014-2015, 2017-2020, Spring 2023 (more)
• Responsible Data Science and AI (newly developed): Fall 2021 (syllabus), Spring 2022 (syllabus), Fall 2022 (syllabus)
• Data Governance (redesigned): Fall 2021
• Advanced Machine Learning and Social Computing (newly developed): Fall 2018, Spring 2019
• Social Computing (newly developed): Fall 2012, Fall 2013, Spring 2016 (more)
Research Design (redesigned): Fall 2017, Fall 2018
• Doctoral Proseminar (newly developed): Fall 2017, 2019, Spring 2018, 2020
• Digital Humanities (redesigned): Spring 2013-2014 (more)
• Information Networks: Spring 2012-2013 (more)
• Social Aspects of Information Technologies: Spring 2012
• Data Science and AI in Society: Responsible Computing, Data, and Tech for Everybody (newly developed)

Carnegie Mellon University, School of Computer Science

• Introduction to Social Network Analysis, Spring 2010

Tutorials and Workshops

• "Hands-on advanced machine learning for information extraction from tweets tasks, data, and open source tools”, with Shubhanshu Mishra and Rezvaneh Reezapour, at:
  • Conference on Information and Knowledge Management (CIKM) (2022)
  • European Conference on Information Retrieval (ECIR) (2022)
  • International Conference on Language Resources and Evaluation (LREC) (2020, 2022)
  • Web Conference (WWW) (2021)
  • International Conference on Computational Social Science (IC2S2) (2020)
  • International Conference on Language Resources and Evaluation (LREC) (2020)
  • ACM Hypertext (2019)
• "Hands-on tutorial on analyzing social network data in Jupyter Python: The essentials, signed networks, and network optimization”, with Samin Aref, Ly Dinh, and Rezvaneh Rezapour, at:
  • International Sunbelt Social Network Conference (2022)
  • International Conference on Computational Social Science (IC2S2) (2021)
  • Web Conference (WWW) (2021)
  • Networks (joint Sunbelt & NetSci Conference) (2021)
• "Best Practices for Grant Proposal Development"
  • Association for Information Science and Technology (ASIST) (held online) (2020, 2021)
• “Network analysis and natural language processing”
  • Getting Started in Digital Humanities workshop, University of Illinois at Chicago (2020)
  • COINS Conference, Rome, Italy (2016)
  • Academy of Management, Vancouver, BC, Canada (2015)
  • University of Bremen, Germany (2015)
  • Ruhr University Bochum, Germany (2015)
  • University Mainz, Germany (2014)
  • HASTAC Conference, Peru (2014)
  • Saint-Petersburg State University, Russia (2013, 2015)
  • International Sunbelt Social Network Conference (2009, 2010, 2014-16)
  • Daegu International Social Network Conference (DISC), South Korea (2013, 2014)
  • International Research Methods Workshop, University of Southern Denmark and Flensburg, Germany (2012, 2013)
  • POSTECH, South Korea (2013)
  • NATO (Foreign Area Specialists – Operational Level), Hamburg, Germany (2013)
  • University of the Federal Armed Forces, Hamburg, Germany (2012)
  • IT Defense Conference, Munich, Germany (2012)
  • Columbia University, New York, NY (2011)
  • Humboldt University Berlin, Center for Comparative Analysis of Social Structure, Germany (2011)
  • Network Text Analysis and AutoMap training (one day) at Annual CASOS Summer Institute, Carnegie Mellon University, Pittsburgh, PA (2004-2011)
  • Case Western Reserve University, Weatherhead School of Management, Cleveland, OH (2010)
  • Department of National Defense, Centre for Security Science, Ottawa, Canada (2009)
  • International Center for the Study of Terrorism, Penn State University, PA (2009)
  • General Online Research Conference (GOR), Germany (2008) and Austria (2009)
  • World Congress on Social Simulation, George Mason University, Fairfax, VA (2008)
  • North American Associaton for Computational Social and Organizational Science (NAACSOS) Conference, Emory University, Atlanta, GA (2007)
  • Graduate School of Public and International Affairs, University of Pittsburgh, PA (2005)
  • Max Planck Institute for the Study of Societies, Cologne, Germany (2005)