Modules

7 results

Method Orientation7

Advanced Computational MethodsNo ratings for this module yet.You will learn how to analyze large datasets — in particular text and network data — with Python. By the end you can collect, clean, transform and analyze data with standard libraries; moreover you will apply basic statistics, visualization and machine learning methods to your own research questions.6 ECTSruns this semesterSOT86050Advanced Methods for Measurement and Modeling of Choice BehaviorNo ratings for this module yet.You will learn how to measure and analyze people’s behavior toward mobility policies using surveys, stated-choice experiments, and econometric models. In the end you will be able to design your own surveys with discrete choice experiments, collect data, and analyze them with discrete choice models to derive policy-relevant conclusions.6 ECTSruns this semesterSOT86608Methods of Social Network AnalysisNo ratings for this module yet.You will learn methods of social network analysis and apply them. In the end you can collect, preprocess, visualize and analyze network data using suitable methods and implement these analyses with Python.6 ECTSruns this semesterSOT86055Analyzing Text Data: From Basics to Advanced TechniquesNo ratings for this module yet.The module teaches techniques for analyzing text data from the basics to modern methods. You will learn to prepare and present texts, apply classical and modern methods such as classification, topic modeling, sentiment analysis as well as transformer and large language models in practice. In the end you will be able to implement text analyses in Python on real datasets and derive insights from them.6 ECTSno date this semesterSOT86069Introduction to Programming for non-Computer ScientistsNo ratings for this module yet.You learn the fundamental concepts of programming and their practical application with Python. By the end you will be able to write programs, prepare text files for further processing, and automatically collect and process data from the Internet (e.g., social media).6 ECTSno date this semesterPOL20100
2 more in Method OrientationMixed MethodsNo ratings for this module yet.You learn how to sensibly combine quantitative, qualitative, and computer-assisted research methods. In the end you can design, critically evaluate, and clearly present mixed-methods studies.6 ECTSno date this semesterSOT86112Qualitative MethodsNo ratings for this module yet.You learn the basics of qualitative and comparative research methods and practice applying research designs in a hands-on way. In the end you will be able to formulate research questions, develop concepts, justify case selection, and use methods such as process tracing or case studies for independent empirical investigations.6 ECTSno date this semesterSOT86402
1 more module matches, but it is taught in German. Show itSocial Data ScienceNo ratings for this module yet.6 ECTSruns this semesterSOT86150