Wahlmodule für den Studiengang Master Informatik - FPSO 2018

Vorbehaltlich der Beschlussfassung durch den Senat sowie der Genehmigung und Bekanntmachung durch den Präsidenten der Technischen Universität München

Für einen Studienbeginn ab dem Wintersemester 2018/19 gelten die folgenden Regelungen:

Aus den angebotenen Fachgebieten des Wahlkatalogs sind insgesamt 53 Credits zu erbringen.

Wahlfachkatalog Informatik
(53 Credits)
Fachgebiet 1:
Schwerpunktsgebiet
(18  Credits)
   

Profilbildung
(19 Credits)

Fachgebiet 2
(8 Credits)
Fachgebiet 3
(8 Credits)
beliebig aus allen Fachgebieten
(9 Credits)
2. Master-Praktikum
oder
Vertieftes Master-Praktikum
oder 
Forschungsarbeit unter Anleitung
(jeweils 10 Credits)
    oder
beliebig aus allen Fachgebieten
    oder
Während eines Auslandsaufenthalts erworben

Überschüssige ECTS in den drei Fachgebieten zählen automatisch zu dem "freien Wahlbereich".

Aus den im Folgenden mit „THEO“ gekennzeichneten Modulen müssen mindestens 10 Credits erbracht werden. Diese Module können auch unterschiedlichen Fachgebieten zugeordnet sein und müssen nicht im Schwerpunktgebiet oder einem der anderen beiden Fachgebiete liegen.

Es gibt folgende Profile:

Liste der Wahlmodule für den Studiengang Master Informatik - FPSO 2018

Das Modul "Ausgewählte Themen aus dem Bereich X" (IN3xxx) kann man nur einmal für jedes Fachgebiet einbringen.

Elective Modules of the Area "Algorithms" (ALG):

ID Title Term Contact Hours Credits Language THEO
IN2239 Algorithmic Game Theory SS 2V+2Ü 5 EN THEO
IN2211 Auction theory and market design WS 2V+2Ü 5 EN THEO
IN3410 Selected Topics in Algorithms unreg 5 DE/EN
IN2229 Computational Social Choice WS 3V+2Ü 6 EN THEO
IN2003 Efficient Algorithms and Data Structures WS 4V+2Ü 8 EN THEO
IN2004 Efficient Algorithms and Data Structures II SS 4V+2Ü 8 EN THEO
IN2158 Advanced Network and Graph Algorithms WS 4V+2Ü 8 DE/EN THEO
IN2360 Advanced Algorithms WS 3V+2Ü 6 DE/EN
IN2007 Complexity Theory SS 4V+2Ü 8 EN THEO
IN2304 Online and Approximation Algorithms WS 4V+2Ü 8 EN THEO
IN0024 Operations Research SS 3V+2Ü 6 DE THEO
IN2011 Parallel Algorithms WS 4V+2Ü 8 DE/EN THEO
IN2160 Randomized Algorithms WS 4V+2Ü 8 EN THEO

Elective Modules of the Area "Computer Graphics and Vision" (CGV):

ID Title Term Contact Hours Credits Language THEO
IN2354 3D Scanning & Motion Capture WS/SS 2V+1Ü+1P 6 EN
IN2238 Analysis of Three-Dimensional Shapes unreg 4V+2Ü 8 EN
IN3200 Selected Topics in Computer Graphics and Vision unreg 5 DE/EN
IN2015 Image Synthesis WS 4V 5 EN
IN2023 Image Understanding I: Machine Vision Algorithms SS 2V 3 DE
IN2016 Image Understanding II: Robot Vision WS 3V 4 DE/EN
IN2246 Computer Vision I: Variational Methods unreg 4V+2Ü 8 EN THEO
IN2228 Computer Vision II: Multiple View Geometry unreg 4V+2Ü 8 EN THEO
IN2375 Computer Vision III: Detection, Segmentation, and Tracking WS 2V+2Ü 6 EN
IN2297 Geometry Processing SS 4V 6 EN
IN2133 Principles of Computer Vision WS 3V 4 EN
IN2124 Basic Mathematical Methods for Imaging and Visualization WS 2V+2Ü 5 EN
IN2330 Convex Optimization for Computer Vision SS 2V+2Ü 6 EN
IN2392 Machine Learning for 3D Geometry SS 2V+1Ü+1P 6 EN
IN2384 Numerical Algorithms in Computer Vision and Machine Learning WS 3V+1Ü 5 EN
IN0037 Game Physics WS 3V+2Ü 6 EN
IN2329 Probabilistic Graphical Models in Computer Vision unreg 2V+2Ü 5 EN
IN2355 Robotic 3D Vision WS 3V+1Ü 5 EN
IN2210 Tracking and Detection in Computer Vision WS 2V+4Ü 7 EN
IN2236 Virtual Physics: Using Modern Modeling Methodologies for Computer Simulation WS 2V+1Ü 4 DE/EN
IN2026 Visual Data Analytics WS 3V+1Ü 5 EN

You can choose ONE (not more) of the following modules for CGV in addition to the modules mentioned above:

ID Title Term Contact Hours Credits Language THEO
IN2364 Advanced Deep Learning for Computer Vision WS 2V+3P 8 EN
IN2389 Advanced Deep Learning for Computer Vision: Dynamic Vision WS/SS 2V+3P 8 EN
IN2390 Advanced Deep Learning for Computer Vision: Visual Computing WS/SS 2V+3P 8 EN

Elective Modules of the Area "Databases and Information Systems" (DBI):

ID Title Term Contact Hours Credits Language THEO
IN2219 Query Optimization WS 3V+2Ü 6 EN
IN3100 Selected Topics in Databases and Information Systems unreg 5 DE/EN
IN2386 Cloud-Based Data Processing WS 2V+2Ü 5 EN
IN2118 Database Systems on Modern CPU Architectures SS 3V+2Ü 6 EN
IN2031 Application and Implementation of Database Systems SS 3V+2Ü 6 DE
IN2032 Electronic Publishing / Document Engineering and the World-Wide Web WS/SS 3V+1Ü 5 DE
IN2288 Event Processing SS 2V+2Ü 5 EN
IN2033 Information Management SS 2V+3Ü 6 DE
IN2267 Transaction Systems SS 3V+2Ü 6 EN

Elective Modules of the Area "Digital Biology and Digital Medicine" (DBM):

ID Title Term Contact Hours Credits Language THEO
IN3420 Selected Topics in Digital Biology and Digital Medicine unreg 5 DE/EN
IN2319 Computational Physiology for Medical Image Computing unreg 2V+2P 6 EN
IN2286 Image Guided Surgery SS 2V+2P 6 EN
IN2021 Computer Aided Medical Procedures WS 4V 6 EN
IN2022 Computer Aided Medical Procedures II SS 2V+2Ü 5 EN
IN2292 Introduction to Surgical Robotics WS 2V+2P 6 EN
IN2393 Machine Learning for Regulatory Genomics SS 2V+2P 6 EN
IN2293 Medical Augmented Reality WS 2V+2Ü 5 EN
IN2322 Protein Prediction I for Computer Scientists SS 4V+2Ü 8 EN
IN2291 Protein Prediction II for Computer Scientists WS 4V+2Ü 8 EN
IN2344 Statistical Methods for Systems Genetics WS 2V+2Ü 5 EN

Elective Modules of the Area "Engineering Software-intensive Systems" (SE):

ID Title Term Contact Hours Credits Language THEO
IN2309 Advanced Topics of Software Engineering WS 4V+2Ü 8 DE/EN
IN3430 Selected Topics in Engineering Software-intensive Systems unreg 5 DE/EN
IN2367 Automated Programming SS 2V 2 EN
IN2114 Automotive Software - Methods and Technology SS 2V+2Ü 5 DE
IN2359 Blockchain-based Systems Engineering unreg 2V+2Ü 5 EN
IN2372 Introduction to Large-Scale Agile Software Development WS 2V 3 EN
IN2084 Advanced Topics of Software Testing SS 2V+2Ü 5 DE
IN2385 Safety and Security for Cyber-Physical Systems WS 2V 3 EN
IN2078 Foundations of program and system development WS 3V 4 DE
IN2079 IT-Consulting WS 2V 3 DE
IN2080 Modelling of Distributed Systems SS 2V+1Ü 4 DE
IN2081 Patterns in Software Engineering WS 2V+2Ü 5 EN
IN2083 Project Organisation and Management in Software Engineering SS 3V+2Ü 6 EN
IN2394 Requirements Engineering SS 2V 3 EN
IN2087 Software Engineering for Business Applications - Master's Course: Web Application Engineering SS 2V+2Ü 8 EN
IN2235 Software Engineering in an Industrial Setting WS 2V 3 DE
IN2089 Strategic IT Management WS 2V 3 DE

Elective Modules of the Area "Formal Methods and their Applications" (FMA):

ID Title Term Contact Hours Credits Language THEO
IN3350 Selected Topics in Formal Methods and their Applications unreg 5 DE/EN
IN2041 Automata and Formal Languages WS 4V+2Ü 8 EN THEO
IN2042 Automata and Formal Languages II unreg 2V+2Ü 5 EN THEO
IN2227 Compiler construction I SS 2V+2Ü 5 DE/EN THEO
IN2347 Functional Data Structures SS 2V+2Ü 5 EN THEO
IN2296 Games on Graphs SS 2V+2Ü 5 DE/EN
IN2049 Logic SS 4V+2Ü 8 EN THEO
IN2050 Model Checking SS 4V+2Ü 8 EN THEO
IN2045 Network Analysis - Statistical and Formal Models and Methods SS 3V+1Ü 5 DE THEO
IN2052 Petri Nets unreg 3V+1Ü 5 EN THEO
IN2113 Programming Languages WS 2V+2Ü 5 DE/EN
IN2053 Program Optimization WS 4V+2Ü 8 EN THEO
IN2340 Quantitative Verification WS 3V+1Ü 5 EN THEO
IN2055 Semantics WS 4V+2Ü 8 EN THEO
IN2040 Virtual Machines SS 3V+2Ü 6 EN THEO

You can choose ONE (not more) of the following modules for FMA in addition to the modules mentioned above:

ID Title Term Contact Hours Credits Language THEO
IN2048 Equational logic and lambda calculus unreg 4V+2Ü 8 EN THEO
IN2358 Lambda Calculus unreg 2V+2Ü 5 EN THEO

Elective Modules of the Area "Machine Learning and Analytics" (MLA):

ID Title Term Contact Hours Credits Language THEO
IN2298 Advanced Deep Learning for Physics SS 4V 6 EN
IN2403 Artificial Intelligence in Medicine WS/SS 2V+2Ü 5 EN
IN3440 Selected Topics in Machine Learning and Analytics unreg 5 DE/EN
IN2346 Introduction to Deep Learning SS 2V+2Ü 6 EN
IN2395 Legal Data Science and Informatics WS/SS 4V 6 EN
IN2323 Machine Learning for Graphs and Sequential Data SS 2V+2Ü 5 EN
IN2357 Machine Learning for Computer Vision WS/SS 2V+2Ü 5 EN
IN2361 Natural Language Processing WS 4V 6 EN
IN2391 Predictive Analytics SS 2V+2Ü 5 EN
IN2378 Statistical Foundations of Learning SS 3V+1Ü 5 EN THEO
IN2349 Advanced Deep Learning for Robotics SS 2V+2P 6 EN

You can choose ONE (not more) of the following modules for MLA in addition to the modules mentioned above:

ID Title Term Contact Hours Credits Language THEO
IN2028 Business Analytics and Machine Learning WS 2V+2Ü 5 EN
IN2339 Data Analysis and Visualization in R WS 2V+4Ü 6 EN
IN2030 Data Mining and Knowledge Discovery WS 2V 3 EN

You can choose ONE (not more) of the following modules for MLA in addition to the modules mentioned above:

ID Title Term Contact Hours Credits Language THEO
IN2064 Machine Learning WS 4V+2Ü 8 EN

Elective Modules of the Area "Computer Architecture, Computer Networks and Distributed Systems" (RRV):

ID Title Term Contact Hours Credits Language THEO
IN3450 Selected Topics in Computer Architecture, Computer Networks and Distributed Systems unreg 5 DE/EN
IN2073 Cloud Computing WS 2V+1Ü 4 EN
IN2324 Connected Mobility Basics WS 4V+2Ü 8 EN
IN2280 Energy Informatics WS/SS 2V+2Ü 5 EN
EI70630 HW/SW Codesign WS/SS 2V+1Ü 5 DE/EN
IN2380 Internet Operations: Protocols, Applications, and Users unreg 2V+2Ü 5 EN
IN2097 Advanced Computer Networking WS 3V+1Ü 5 EN
IN2098 Mobile Distributed Systems SS 3V+1Ü 5 DE
IN2315 Network Coding WS 3V+2Ü 6 DE/EN THEO
IN2099 Network and System Management unreg 3V 4 DE
IN2333 Protocol Design unreg 4V+2Ü 8 EN
IN2075 Microprocessors WS 2V+2Ü 5 EN
IN2076 Advanced Computer Architecture WS 4V 6 EN
IN2259 Distributed Systems WS 3V+1Ü 5 EN
IN2125 Virtualization Techniques WS 2V+2Ü 5 EN

Elective Modules of the Area "Robotics" (ROB):

ID Title Term Contact Hours Credits Language THEO
IN2376 Advanced Robot Control and Learning WS 2V+2Ü+2P 6 EN
IN2352 Applied Biorobotics WS 2V+2S 6 EN
IN3460 Selected Topics in Robotics unreg 5 DE/EN
IN2356 Autonomous Driving SS 2V 3 EN
IN2318 Autonomous Navigation for Flying Robots unreg 2 EN
IN2138 Robot Motion Planning SS 3V+1Ü 5 EN
IN2305 Cyber-Physical Systems SS 3V+2Ü 6 EN
IN2060 Real-Time Systems WS 3V+2Ü 6 DE/EN
IN2061 Introduction to digital signal processing SS 3V+3Ü 7 DE/EN
IN2062 Techniques in Artificial Intelligence WS 3V+1Ü 5 DE/EN
IN2222 Cognitive Systems SS 3V+1Ü 5 EN
MW2411 Concepts and Software Design for Cyber-Physical Systems WS/SS 5 EN
IN2405 Neuroprosthetics: Artificial Limbs WS 2V 5 EN
IN2308 Robot Programming and Control for Human Interaction SS 2V+2Ü 5 EN
IN2067 Robotics WS 3V+2Ü 6 EN
IN2068 Sensor-based Robotic Manipulation and Locomotion WS 2V 3 EN
IN2071 Knowledge-based Systems for Industrial Applications WS 3V 4 EN

Elective Modules of the Area "Security and Privacy" (SP):

ID Title Term Contact Hours Credits Language THEO
IN3470 Selected Topics in Security and Privacy unreg 5 DE/EN
IN2341 Current Trends in IT Security WS 2V+2Ü 5 EN
IN2209 IT Security WS 4V+1Ü 7 DE
IN2197 Cryptography WS 3V+1Ü 5 DE/EN THEO
IN2101 Network Security WS 3V+1Ü 5 EN
IN2161 Networks for Monetary Transactions SS 2V 3 EN
IN2194 Peer-to-Peer-Systems and Security SS 3V+2Ü 6 EN
IN2313 Secure Coding WS 3V+2Ü 6 EN
IN2178 Security Engineering SS 2V+2Ü 5 EN
IN2196 Secure mobile systems SS 2V+1Ü 4 DE
IN2362 Language-based Security unreg 2V+2Ü 5 EN

Elective Modules of the Area "Scientific Computing and High Performance Computing" (HPC):

ID Title Term Contact Hours Credits Language THEO
IN2345 Algorithms for Uncertainty Quantification unreg 2V+2Ü 5 EN THEO
IN2001 Algorithms for Scientific Computing SS 4V+2Ü 8 EN THEO
IN2002 Algorithms for Scientific Computing II WS 2V+1Ü 4 EN THEO
IN3480 Selected Topics in Scientific Computing unreg 5 DE/EN
IN2381 Introduction to Quantum Computing WS 2V+2Ü 5 EN THEO
IN2400 Advanced Concepts of Quantum Computing SS 2V+2Ü 5 EN THEO
IN2252 High Performance Computing Algorithms and Applications WS 2V+1Ü 4 DE/EN THEO
IN2013 High Performance Computing - Programming Paradigms and Scalability SS 2V+1Ü 4 DE/EN THEO
IN2010 Modelling and Simulation SS 4V+2Ü 8 EN THEO
IN2012 Parallel Numerics WS 2V+2Ü 5 EN THEO
IN2310 Parallel Program Engineering WS 2V+2Ü 5 EN
IN2365 Parallel Programming Systems unreg 2V 3 EN
IN2147 Parallel Programming SS 2V+2Ü 5 EN
IN2306 Scientific Computing in Circuit Simulation SS 2V+2Ü 5 EN THEO
IN2311 Turbulent Flow Simulation on HPC-Systems WS 2V+1Ü 5 EN THEO
IN2388 Tensor Networks unreg 2V+2Ü 5 EN THEO
IN2387 Time Integration and Differential Equations unreg 2V+2Ü 5 EN

Elective Modules not Assigned to any Area:

ID Title Term Contact Hours Credits Language THEO
IN2119 User Modeling and Recommender Systems unreg 3V+1Ü 5 EN
IN2111 3D User Interfaces SS 3V+2Ü 6 EN
IN2018 Augmented Reality SS 3V+2Ü 6 EN
IN2348 Lecture Series: What is digitalization? SS 2V 2 DE
IN2241 Social Computing SS 3V+1Ü 5 DE/EN
IN2093 eLearning - Techniques and Infrastructures WS 2V 3 DE/EN

You can choose ONE (not more) of the following Modules Not Assigned to any Area in addition to the modules mentioned above:

ID Title Term Contact Hours Credits Language THEO
IN2169 Guided Research WS/SS 10 EN
IN2175 Continuing Master Practical Course WS/SS 6P 10 DE/EN
IN2257 Additional Advanced Practical Course WS/SS 6P 10 DE/EN

updated on 04.03.2022

Der Prüfungsausschuss aktualisiert fortlaufend die Auswahl der Fachgebiete und die Liste ihrer Wahlfächer. Änderungen werden spätestens zu Beginn des Semesters auf den Internet-Seiten des Prüfungsausschusses bekannt gegeben.