Modules

24 results

Digital Technology24

Advanced Seminar Management & Marketing: Eyetracking and Decision MakingNo ratings for this module yet.You will learn how to plan, conduct and evaluate Eyetracking experiments. In the end you will be able to independently formulate a research question, implement a small Eyetracking experiment in the lab, statistically analyze the data and present as well as document the results in writing.6 ECTSruns this semesterMGTHN0116Advanced Seminar Management & Marketing: Virtual Reality Applications in Marketing ResearchNo ratings for this module yet.You will design, technically implement, and empirically test VR-supported experiments for market research. In the end you will be able to develop VR scenarios with Unity and C#, plan study designs, collect data, and present and technically document your results.6 ECTSruns this semesterMGTHN0183Advanced Seminar Operations & Technology Management: Business Analytics and its Application in HealthcareNo ratings for this module yet.In this seminar you will learn how Big Data and Business Analytics are used to solve management problems in healthcare. By the end you will be able to formulate scientific questions, select appropriate datasets and models, and present results scientifically both orally and in writing.6 ECTSruns this semesterWIHN0034Advanced Seminar Operations & Technology Management: Methods of Advanced Analytics and ApplicationsNo ratings for this module yet.You engage with current research topics from Operations & Technology Management, specifically with intelligent orchestration, planning and decision support in networked manufacturing environments. You will learn to model problems, apply suitable algorithms (e.g., optimization, deep learning, possibly quantum computing) and develop solutions for real case studies. In the end you can independently analyze, model and present in a documented way a research or practice problem in Operations/OR/Advanced Analytics.6 ECTSruns this semesterMGTHN0198Advanced Seminar Operations & Technology: Immersive Technologies for Business and OperationsNo ratings for this module yet.You deal with Virtual and Augmented Reality from a technical and management-oriented perspective. You learn hardware and software basics, develop prototype VR/AR applications in Unity, and evaluate their use in production, quality assurance, training, remote support and customer experience.6 ECTSruns this semesterMGTHN0177
19 more in Digital TechnologyAdvanced Seminar Operations & Technology: Machine LearningNo ratings for this module yet.In this Advanced Seminar you will explore current Machine Learning topics from fundamentals-oriented methods to modern Deep Learning approaches. By the end you will be able to understand important research papers of the last years, present scientifically, and compose short reviews as well as assess first applications in industrial contexts.6 ECTSruns this semesterMGTHN0195Agentic AI in Modern BusinessNo ratings for this module yet.You will learn how modern Agentic AI works and how to design and implement LLM-based agents. In the end you will be able to build agents with context management, memory, tool usage, planning and reflection and complete a small Agentic-AI project.3 ECTSruns this semesterMGTHN0211Data Science in Business and Economics with RNo ratings for this module yet.You work empirically on economic and consumer-related questions with R. In the seminar you learn economic theory, the methodology of data analysis, and under supervision conduct your own analysis on provided data sets. In the end you can perform your own analysis in R, place the results in a theory-based framework, and present them.6 ECTSruns this semesterMGTHN0125Deep Reinforcement LearningNo ratings for this module yet.You will learn modern methods of Reinforcement Learning (RL) and apply them. The module conveys both the theoretical foundations (e.g., Markov decision processes, Monte Carlo, Temporal Difference) as well as current Deep-RL methods (e.g., Q-Learning, DQN, Policy-Gradient methods, PPO, Actor-Critic). By the end you can formulate real problems as RL tasks and implement solution concepts in Python.6 ECTSruns this semesterWIHN0033Foundations and Application of Generative AINo ratings for this module yet.You will learn the fundamentals and practical applications of generative AI, including modern models such as transformer architectures, Large Language Models, and Stable Diffusion. In the end you will be able to apply prompt engineering, load open-source models and fine-tune them, as well as assess opportunities, risks, and security aspects of generative AI.6 ECTSruns this semesterCITHN2014Master Seminar Information EngineeringNo ratings for this module yet.In this seminar you independently immerse yourself in a current, scientifically demanding topic from the field of Information Engineering. In the end you will be able to research and evaluate the literature, compose a structured seminar paper, and present and discuss the results in a presentation.6 ECTSruns this semesterCITHN7501Methods and Databases in Empirical FinanceNo ratings for this module yet.You will learn the basics of empirical capital market research: theoretical concepts, common methods for data analysis, as well as handling important financial databases (e.g., Bloomberg, Thomson Reuters, WRDS) and relevant software tools. In the end you will be able to procure, preprocess and analyze data with appropriate analytical procedures, and practically work on simple empirical financial questions.6 ECTSruns this semesterMGTHN0185Process MiningNo ratings for this module yet.You will learn how Process Mining works: methods to discover, monitor, and improve real business processes from event logs. In the end you will know the basics of the formal representation of processes, the three main perspectives Discovery, Conformance and Enhancement, as well as typical workflows of Process-Mining projects and current applications in industry and research.6 ECTSruns this semesterCITHN2004Process Mining ProjectNo ratings for this module yet.You work in a team on a realistic Process-Mining project with real event logs. In the end, you can independently carry out a Process-Mining project, combine different analysis branches, and document and present the results in an understandable way.3 ECTSruns this semesterCITHN2013Python and Advanced Data ScienceNo ratings for this module yet.You will learn how Python is used for Data Science and advanced machine learning techniques. By the end you will be able to prepare, analyze and visualize data with Python, as well as practically implement and evaluate ML models (including deep learning and NLP fundamentals).6 ECTSruns this semesterMGTHN0094Rechnernetze und IT-SicherheitNo ratings for this module yet.You learn fundamentals of computer networks and IT security through the layered network architecture. In the end you will be able to explain important protocols and mechanisms of the individual layers, describe fundamental security mechanisms and encryption principles, as well as implement selected protocols and assess their performance.6 ECTSruns this semesterINHN0012Advanced Seminar Operations & Technology Management: Real-World Applications of Deep Learning and Reinforcement LearningNo ratings for this module yet.In this seminar you will learn how Deep Learning and in particular Reinforcement Learning are applied to real operational questions, with a focus on health management. You will review relevant literature, develop your own research questions and models, choose appropriate algorithms and implement solutions. In the end you will be able to model problems in the health sector, select suitable Deep-/Reinforcement-Learning approaches and prototype them in Python.6 ECTSno date this semesterWIHN0043Advanced Software Testing and AnalysisNo ratings for this module yet.You deal with current research results, tools and techniques from the field of software testing and program analysis. In the end you can evaluate selected state-of-the-art methods and apply them practically, e.g. techniques for static analysis, test generation, test optimization and debugging.6 ECTSno date this semesterCITHN2001Business Analytics with Python and RNo ratings for this module yet.You will learn modern methods of Business Analytics and how to apply them practically with Python and R. The module covers descriptive, predictive and prescriptive analytics. At the end you can select appropriate models, analyse data and implement solutions in Python and R.6 ECTSno date this semesterWIHN0039Business Process ManagementNo ratings for this module yet.The module provides fundamentals and methods of business process management: modeling, verification and practical application of process-oriented systems. You will learn to create process models, verify their correctness and apply basics of Process Mining to analyze processes in organizations and support digital transformation.6 ECTSno date this semesterINHN0019Deep Learning and Decision MakingNo ratings for this module yet.You learn modern deep-learning models and their mathematical foundations as well as their application in research and industry. In the end you will understand current research papers on deep learning, know classical and state-of-the-art models (e.g., CNN, RNN, Self-Supervised Learning, GPT) and be able to practically implement deep-learning projects.6 ECTSno date this semesterMGTHN0203Economics and Management of PlatformsNo ratings for this module yet.You will learn how digital platforms (e.g., Uber, iOS, Airbnb) work, what economic principles underlie them and how they transform markets. In the end you will be able to analyze platforms from an economic and management perspective and assess strategies for successful establishment and governance of platforms.6 ECTSno date this semesterWIHN0018Intelligent Scheduling: Algorithms, Complexity, and AI in OperationsNo ratings for this module yet.You deal with automated, intelligent planning systems for modern production environments. In the end you will understand the complexity of scheduling problems, apply exact and approximate solution approaches, and use AI-supported heuristics for operations planning as well as interpret results for management and operation.6 ECTSno date this semesterMGTHN0200Practical Course: Advanced Topics in Constraint Programming and SchedulingNo ratings for this module yet.You engage with advanced methods of constraint programming and scheduling algorithms in the context of networked production systems. In the end you will be able to design and apply constraint-programming approaches, implement selected scheduling algorithms, and analyze results in an operational context.6 ECTSno date this semesterMGTHN0199
2 more modules match, but they are taught in German. Show themAgentic AI Business Cases - Building real AI solutions for a real companyNo ratings for this module yet.In diesem Seminar arbeitest du mit einem Partnerunternehmen daran, für einen konkreten Geschäftsprozess eine praktikable Lösung im Bereich Agentic AI zu identifizieren, zu bewerten und prototypisch umzusetzen. Am Ende kannst du KI-Potenziale in Unternehmensprozessen erkennen, wirtschaftlich und technisch bewerten und einen funktionierenden MVP präsentieren.6 ECTSruns this semesterMGT001522Transformers and Large Language ModelsNo ratings for this module yet.6 ECTSruns this semesterMGTHN0210