Modules

18 results

Specialization in Technology18

Advanced Computational MethodsNo ratings for this module yet.Specialization in Technology: Informatics (major)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 Computer ArchitectureNo ratings for this module yet.Specialization in Technology: Informatics (major)You will gain an overview of modern processor and system architectures with a focus on parallelism, memory hierarchies, availability, and virtualization. You will learn to become familiar with different classes of parallel architectures (instruction-, data-, thread-, and process-level), assess their advantages and disadvantages, and evaluate the interaction between hardware and compiler techniques. In the end you will be able to analyze and evaluate architecture decisions for different applications.6 ECTSruns this semesterIN2076Advanced Topics of Software EngineeringNo ratings for this module yet.Specialization in Technology: Informatics (major)You will learn how requirements, architecture, design, implementation and quality assurance are tightly interlinked in the development of large software systems. In the end you will be able to elicit and specify requirements (functional and non-functional), assess their impact on architecture and code, and analyze architectures and solution approaches regarding central quality attributes.8 ECTSruns this semesterIN2309Computational Flow Stability and TransitionNo ratings for this module yet.Specialization in Technology: Informatics (major)You learn numerical methods for solving large linear systems and for analyzing operators in physical problems (e.g., fluid mechanics). In the end you will be able to apply iterative algorithms and modern Python libraries (e.g., PETSc/SLEPc) and assess the physical significance of stability, transient growth, sensitivity, and resolvent analyses.6 ECTSruns this semesterED140016Fundamentals of Artificial IntelligenceNo ratings for this module yet.Specialization in Technology: Informatics (major)You learn the foundations of artificial intelligence: from search procedures and constraint-satisfaction to logic and probabilistic models to decision making, learning and an introduction to robotics. In the end you will be able to design simple AI systems and apply basic methods from search, logic, probability and decision theory.6 ECTSruns this semesterIN2406
13 more in Specialization in TechnologyInformatik Master-Praktika für ManagementNo ratings for this module yet.Specialization in Technology: Informatics (major)In this module you work in a team on the implementation of a larger software application or software subsystem from the application area of the hosting chair. In the end you master methodologically clean development of information applications, know application-specific methods and systems up to the state of the art, and can document and present results.10 ECTSruns this semesterIN8030Informatik Master-Seminare für ManagementNo ratings for this module yet.Specialization in Technology: Informatics (major)You work on an anspruchsvolles scientific topic from computer science, write a seminar paper on it, present the results and discuss them with fellow students. In the end you will be able to research, evaluate and cite literature, as well as present and defend scientific results in a structured way.5 ECTSruns this semesterIN8031Introduction to Deep LearningNo ratings for this module yet.Specialization in Technology: Informatics (major)In this module you will learn the fundamentals and current methods of Deep Learning, with a special focus on neural networks and Convolutional Neural Networks. You understand theory (e.g. backpropagation, SGD, regularization) and acquire practical experience in training and optimizing network architectures, so you can solve simple applications such as digit recognition or image classification.6 ECTSruns this semesterIN2346Master-Seminar - Digital TransformationNo ratings for this module yet.Specialization in Technology: Informatics (major)The seminar examines how digital technologies are transforming companies and industries and how firms can successfully digitally transform their business models, processes, and organizations. You will work in a team on a real case study with a practice partner (including SAP) and develop concrete, industry-specific recommendations for digital transformation.5 ECTSruns this semesterIN4831Network SecurityNo ratings for this module yet.Specialization in Technology: Informatics (major)In this module you will receive an introduction to network security: threat scenarios, protection requirements and the integration of security measures into network architectures and protocols. You will learn cryptographic fundamentals as well as security protocols and will be able to classify and apply techniques such as PKI, Kerberos, IPsec, TLS as well as firewall and intrusion detection concepts.6 ECTSruns this semesterIN2101RoboticsNo ratings for this module yet.Specialization in Technology: Informatics (major)You learn how mechanical systems — in particular robotic manipulators — are translated into mathematical models to describe motion and dynamics. On this basis you derive control parameters (for example for PID controllers) to compensate deviations along predefined trajectories and to regulate position or force.6 ECTSruns this semesterIN2067Strategic IT ManagementNo ratings for this module yet.Specialization in Technology: Informatics (major)You will learn central concepts, methods and decision spaces of strategic IT management and how they interact. In the end you will be able to explain the relationships between IT strategy, Enterprise Architecture Management, large-scale Agile Development and IT governance, and apply patterns as well as frameworks in models, methods, metrics and visualizations.4 ECTSruns this semesterCIT4230000Analyzing Text Data: From Basics to Advanced TechniquesNo ratings for this module yet.Specialization in Technology: Informatics (major)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 semesterSOT86069Applied Data Analytics and Machine Learning in PythonNo ratings for this module yet.Specialization in Technology: Informatics (major)You will learn how to practically apply Python and common frameworks for data analysis and for machine learning. The focus is on modelling and implementing ML solutions — especially reinforcement learning and unsupervised learning — for application-oriented use cases from control engineering, process control and quality monitoring.4 ECTSno date this semesterED160003Blockchain-based Systems EngineeringNo ratings for this module yet.Specialization in Technology: Informatics (major)You learn about the structure, properties and applications of blockchain and distributed ledger technologies (DLT). By the end you will be able to analyze blockchain-based application systems, select technologies suitable for concrete use cases, and justify fundamental architecture and design decisions.6 ECTSno date this semesterIN2359Cognitive SystemsNo ratings for this module yet.Specialization in Technology: Informatics (major)In this module you will learn fundamental concepts of human cognition (perception, cognition, action) and how these abilities can be transferred to technical systems, especially in robotics. In the end you will be able to apply mathematical and algorithmic methods as well as architectures for cognitive systems to realize perception, planning and action execution in technical systems.6 ECTSno date this semesterIN2222Telling Stories with R and Data VisualizationsNo ratings for this module yet.Specialization in Technology: Informatics (major)In this module you will learn to create meaningful graphical representations of social and political data with R and ggplot2. By the end you will be able to visualize different data types, obtain insights, and communicate visually in a comprehensible way – for example time series, heatmaps, model outputs and interactions.3 ECTSno date this semesterSOT86603Virtuelle MaschinenNo ratings for this module yet.Specialization in Technology: Informatics (major)You learn how programs in different languages are mapped to code for idealized (virtual) machines via translation schemes. In the end you will be able to generate machine commands for excerpts of programs and develop translation schemes for given language constructs.6 ECTSno date this semesterIN2040
15 more modules match, but they are taught in German. Show themBachelor/Master-Seminar - Special Topics in Cyber TrustNo ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4989Bachelor/Master-Seminar - Usable Security and Privacy (IN0014, IN2107, IN4932)No ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4932Einsatz und Realisierung von DatenbanksystemenNo ratings for this module yet.Specialization in Technology: Informatics (major)Du lernst, wie moderne Datenbanksysteme aufgebaut und eingesetzt werden. Am Ende kannst Du wesentliche Komponenten (Transaktionsverwaltung, Recovery, Mehrbenutzersynchronisation, physische Organisation, Anfragebearbeitung) erklären, Algorithmen und Datenstrukturen implementieren sowie Einsatzszenarien kritisch bewerten und skizzieren.6 ECTSno date this semesterIN2031Entwicklungspraktikum Unternehmenssoftware: Enterprise Services - Anwendungsentwicklung am Beispiel von SAP ABAPNo ratings for this module yet.Specialization in Technology: Informatics (major)10 ECTSno date this semesterIN212801Grundlagen: Rechnernetze und Verteilte SystemeNo ratings for this module yet.Specialization in Technology: Informatics (major)Du lernst die Grundlagen von Rechnernetzen und verteilten Systemen: Aufbau, Schichtenmodelle, Protokolle und übergreifende Konzepte wie Sicherheit und Netzmanagement. Am Ende kannst du die wesentlichen Protokollmechanismen der einzelnen Schichten erklären, verteilte Anwendungen (z. B. das WWW) mit Internetprotokollen einordnen und die Leistungsfähigkeit ausgewählter Netze sowie Protokollmechanismen berechnen und implementieren.6 ECTSno date this semesterIN0010IT-Sicherheit 2No ratings for this module yet.Specialization in Technology: Informatics (major)Du beschäftigst dich mit vertieften und speziellen Themen der IT-Sicherheit, u. a. digitaler Identität, Anwendungssicherheit, Systemsicherheit sowie Sicherheit mobiler und drahtloser Kommunikation. Am Ende kannst du komplexe Sicherheitslösungen bewerten, Sicherheitsprobleme analysieren und geeignete Schutzkonzepte anwenden.5 ECTSno date this semesterCIT3330002Master-Praktikum - Entwicklung innovativer Services am Beispiel von SAP Technologien (IN2128, IN2106, IN212802)No ratings for this module yet.Specialization in Technology: Informatics (major)10 ECTSno date this semesterIN212802Master-Seminar - Digital Transformation & SustainabilityNo ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4426Master-Seminar - Digitale Transformation der Verwaltung - Chancen für Bürger, Unternehmen, Verwaltung und Politik durch moderne InformationstechnikNo ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4972Master-Seminar: Trustworthy AI for MedicineNo ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN45048Masterpraktikum - Digital Product Innovation and DevelopmentNo ratings for this module yet.Specialization in Technology: Informatics (major)10 ECTSno date this semesterIN4381Seminar - Security and Privacy EconomicsNo ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4892Seminar Behavioral Insight in the Age of Big Data (IN0014, IN2107, IN4424)No ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4424Seminar Data Analytics for Cybercrime and Undesirable Online BehaviorsNo ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4896Seminar EAM MiniprojekteNo ratings for this module yet.Specialization in Technology: Informatics (major)5 ECTSno date this semesterIN4768