Modules

5 results

Core area5

Business Analytics and Machine LearningNo ratings for this module yet.Elective area Information (Core area)You learn methods of statistical analysis and machine learning for classification, numerical prediction and clustering. After the module you can explain the assumptions and workings of common procedures and analyze datasets with R as well as interpret results.6 ECTSruns this semesterIN2028Business Process Management & Digital InnovationNo ratings for this module yet.Elective area Information (Core area)You engage with core concepts of digital innovation (e.g., Design Thinking, Value Proposition Design, Business Model Development) and Business Process Management (e.g., Process Mining, process digitization, ambidextrous BPM, customer-oriented process improvement). You also address cross-cutting topics such as digital innovation processes and Stage-Gate models. In the end, you can discuss the concepts, classify scientific papers, and practically apply software tools for process analysis.6 ECTSruns this semesterWIBT0001Digital Energy ManagementNo ratings for this module yet.Elective area Information (Core area)You learn the physical and technical fundamentals of energy supply, transmission and demand as well as the basics of sustainable electricity markets and relevant sectors (e.g., mobility). Building on this, you will examine how digital technologies can contribute information systems to the success of a CO2-free energy transition (e.g., Smart Markets, Smart Grid, Smart Factory, Smart Mobility, Smart Home). In the end you will be able to assess central challenges and classify digital solutions techno-economically.6 ECTSruns this semesterWIBT0002Digital Disruption, Innovation and TransformationNo ratings for this module yet.Elective area Information (Core area)In the seminar you will deal with current research topics in digitization that are relevant for both practice and science. Typical focal points include e.g. business process management, CRM, strategic IT management, energy and critical infrastructures, Digital Life, IT-supported financial management, IT security/privacy and innovation management. In the end you will independently work on a demanding research problem in the area of digitalization and prepare and present the results scientifically.6 ECTSno date this semesterWIBT0003Introduction to Deep Reinforcement LearningNo ratings for this module yet.Elective area Information (Core area)You learn the fundamentals and advanced methods of Deep Reinforcement Learning (DRL). At the end you will be able to model problems as a Markov Decision Process, understand common DRL algorithms, and practically implement and evaluate a DRL method.6 ECTSno date this semesterWI001272
1 more module matches, but it is taught in German. Show itOperations ResearchNo ratings for this module yet.Elective area Information (Core area)Du lernst Methoden der Entscheidungsanalyse sowie Techniken der linearen und ganzzahligen Optimierung kennen. Du kannst betriebliche Planungs- und Entscheidungsprobleme (z. B. Transport- oder Netzflussprobleme) modellieren und die grundlegenden Algorithmen zu deren Lösung verstehen und anwenden.6 ECTSno date this semesterIN0024