066 645 Masterstudium Data Science

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Zeige alle LVAs des Studienjahres an, in dem das ausgewählte Semester liegt.

2024W-2025S (2018U)

Stundenplan

1. Semester

Titel	Stunden	ECTS
VU Data-oriented Programming Paradigms	2.0	3.0
188.995 VU 2024W Datenorientierte Programmierparadigmen	2.0	3.0
VU Experiment Design for Data Science	2.0	3.0
188.992 VU 2024W Experiment Design for Data Science	2.0	3.0
VU Advanced Methods for Regression and Classification	3.0	4.5
105.707 VU 2024W Advanced Methods for Regression and Classification	3.0	4.5
VU Machine Learning	3.0	4.5
184.702 VU 2025S Machine Learning	3.0	4.5
184.702 VU 2024W Machine Learning	3.0	4.5
VU Semantic Systems	2.0	3.0
188.399 VU 2024W Einführung in Semantic Systems	2.0	3.0
VU Interdisciplinary Lecture Series on Data Science	1.0	1.0
194.046 VU 2024W Interdisciplinary Lecture Series on Data Science	1.0	1.0

Stundenplan

2. Semester

Titel	Stunden	ECTS
VU AKSTA Statistical Computing	2.0	3.0
105.731 VU 2025S AKSTA Statistical Computing	2.0	3.0
VU Advanced Database Systems	4.0	6.0
VU Data-intensive Computing	2.0	3.0
VO Information Visualization	2.0	3.0
188.305 VO 2024W Informationsvisualisierung	2.0	3.0

Stundenplan

3. Semester

Titel	Anm.Bed.	Stunden	ECTS
PR Interdisciplinary Project in Data Science		4.0	5.0
194.147 PR 2024W Interdisciplinary Project in Data Science		4.0	5.0

Ohne Semesterempfehlung

Titel	Stunden	ECTS
VO Cognitive Foundations of Visualization		3.0
VU Domain-Specific Lectures in Data Science		3.0
194.068 VU 2024W Fachspezifische Lehrveranstaltungen in Data Science	2.0	3.0
VU Data Acquisition and Survey Methods	2.0	3.0
105.708 VU 2025S Data Acquisition and Survey Methods	2.0	3.0
VO Data Stewardship	2.0	3.0
VU Advanced Cryptography	4.0	6.0
VU Communicating Data	2.0	3.0
VU Computational Social Science	2.0	3.0
VU Data Center Operations	2.0	3.0
UE Data Stewardship	2.0	3.0
VU Digital Humanism	2.0	3.0
194.072 VU 2024W Digital Humanism	2.0	3.0
VU Internet Security	2.0	3.0
VU Sustainability in Computer Science	2.0	3.0
194.155 VU 2024W Sustainability in Computer Science	2.0	3.0
VU Symmetric Cryptography	4.0	6.0
VU Systems and Applications Security	4.0	6.0
VU User Research Methods	2.0	3.0
193.055 VU 2024W User Research Methoden	2.0	3.0
PR User Research Methods	2.0	3.0
193.056 PR 2024W User Research Methoden	2.0	3.0
VU Recommender Systems	2.0	3.0
VU Statistical Simulation and Computer Intensive Methods	2.0	3.0
107.330 VU 2024W Statistische Simulation und computerintensive Methoden	2.0	3.0
VU Advanced Modeling and Simulation	2.0	3.0
VU AI/ML in the Era of Climate Change	3.0	4.0
194.125 VU 2024W AI/ML in the Era of Climate Change	3.0	4.0
VU AKNUM Advanced Reinforcement Learning		3.0
VU AKNUM Reinforcement Learning	4.0	6.0
VU Algorithmic Social Choice	4.0	6.0
VU Applied Deep Learning	2.0	3.0
194.077 VU 2024W Applied Deep Learning	2.0	3.0
192.032 VU 2024W Applied Deep Learning abgesagt	2.0	3.0
VU Bayesian Statistics	3.0	5.0
VU Business Intelligence	4.0	6.0
188.429 VU 2024W Business Intelligence	4.0	6.0
VU Crypto Asset Analytics	2.0	3.0
VU Deep Learning for Visual Computing	2.0	3.0
VU General Regression Models	3.0	5.0
105.725 VU 2025S Allgemeine Regressionsmodelle	3.0	5.0
VU Generative AI	2.0	3.0
194.154 VU 2024W Generative AI	2.0	3.0
VU Intelligent Audio and Music Analysis	3.0	4.5
194.039 VU 2024W Intelligent Audio and Music Analysis	3.0	4.5
VU Machine Learning for Visual Computing	3.0	4.5
183.605 VU 2024W Machine Learning for Visual Computing	3.0	4.5
VU Mathematical Programming	2.0	3.0
VU Modeling and Simulation	2.0	3.0
194.076 VU 2024W Modeling and Simulation	2.0	3.0
VU Modelling and Simulation in Health Technology Assessment	2.0	3.0
194.094 VU 2024W Modelling and Simulation in Health Technology Assessment	2.0	3.0
VO Multivariate Statistics	3.0	4.5
107.388 VO 2024W Multivariate Statistik	3.0	4.5
UE Multivariate Statistics	1.0	1.5
107.391 UE 2024W Multivariate Statistik	1.0	1.5
VU Probabilistic Programming and AI	4.0	6.0
194.150 VU 2024W Probabilistic Programming and AI	4.0	6.0
VU Problem Solving and Search in Artificial Intelligence	2.0	3.0
VU Sicherheit, Privacy und Erklärbarkeit in Maschinellem Lernen	2.0	3.0
VU Self-Organizing Systems	3.0	4.5
188.413 VU 2024W Selbstorganisierende Systeme	3.0	4.5
VU Similarity Modeling 1	2.0	3.0
188.501 VU 2024W Similarity Modeling 1 - Computational Seeing and Hearing	2.0	3.0
VU Similarity Modeling 2	2.0	3.0
188.498 VU 2024W Similarity Modeling 2 - Computational Seeing and Hearing	2.0	3.0
VU Social Network Analysis	2.0	3.0
194.050 VU 2024W Social Network Analysis	2.0	3.0
VU Theoretical Foundations and Research Topics in Machine Learning	2.0	3.0
194.100 VU 2024W Theoretical Foundations and Research Topics in Machine Learning	2.0	3.0
VU Basics of Parallel Computing	2.0	3.0
VU Efficient Programs	2.0	3.0
185.190 VU 2024W Effiziente Programme	2.0	3.0
VU Advanced Multiprocessor Programming	3.0	4.5
184.726 VU 2024W Weiterführende Multiprocessor Programmierung	3.0	4.5
VU Algorithmic Geometry	3.0	4.5
192.133 VU 2024W Algorithmic Geometry	3.0	4.5
VU Algorithmics	4.0	6.0
186.814 VU 2024W Algorithmics	4.0	6.0
VO Analysis 2	3.0	3.0
UE Analysis 2	2.0	4.5
VU Approximation Algorithms	2.0	3.0
186.102 VU 2024W Approximation Algorithms	2.0	3.0
VU Complexity Analysis	2.0	3.0
VU Database Theory	2.0	3.0
181.140 VU 2024W Datenbanktheorie	2.0	3.0
VU Fixed-Parameter Algorithms and Complexity	3.0	4.5
192.135 VU 2024W Fixed-Parameter Algorithms and Complexity	3.0	4.5
VU Frontiers of Algorithms and Complexity	2.0	3.0
192.136 VU 2024W Frontiers of Algorithms and Complexity	2.0	3.0
VU GPU Architectures and Computing	4.0	6.0
VU Graph Drawing Algorithms	3.0	4.5
VU Hands-On Cloud Native	4.0	6.0
VU Heuristic Optimization Techniques	3.0	4.5
192.137 VU 2024W Heuristic Optimization Techniques	3.0	4.5
VU High Performance Computing	3.0	4.5
VU Hybrid Classic-Quantum Systems	3.0	4.5
194.027 VU 2024W Hybrid Quantum - Classical Systems	3.0	4.5
VO Nonlinear Optimization	2.0	3.0
105.147 VO 2024W Nichtlineare Optimierung	2.0	3.0
UE Nonlinear Optimization	1.0	2.0
105.652 UE 2024W Nichtlineare Optimierung	1.0	2.0
VU Optimization in Transport and Logistics	2.0	3.0
VU Randomized Algorithms	2.0	3.0
192.045 VU 2024W Randomized Algorithms	2.0	3.0
VU Structural Decompositions and Algorithms	2.0	3.0
VU Advanced Information Retrieval	2.0	3.0
UE Design and Evaluation of Visualisations		3.0
VO Deductive Databases	2.0	3.0
192.067 VO 2024W Deductive Databases abgesagt	2.0	3.0
VU Description Logics and Ontologies	2.0	3.0
184.772 VU 2024W Description Logics and Ontologies	2.0	3.0
VU Document Analysis	2.0	3.0
UE Information Visualization	1.0	1.5
188.308 UE 2024W Informationsvisualisierung	1.0	1.5
VU Knowledge-based Systems	4.0	6.0
VU Knowledge Graphs	2.0	3.0
VO Medical Image Processing	2.0	3.0
UE Medical Image Processing	2.0	3.0
VU Natural Language Processing and Information Extraction	2.0	3.0
194.093 VU 2024W Natural Language Processing and Information Extraction	2.0	3.0
VO Processing of Declarative Knowledge	2.0	3.0
184.205 VO 2024W Verarbeitung deklarativen Wissens	2.0	3.0
VU Real-time Visualization	2.0	3.0
186.191 VU 2024W Echtzeit-Visualisierung	2.0	3.0
VU Research Topics in Natural Language Processing	2.0	3.0
VU Semantic Web Technologies	2.0	3.0
VU Semi-Automatic Information and Knowledge Systems	2.0	3.0
188.387 VU 2025S Semi-Automatic Information and Knowledge Systems	2.0	3.0
VU Visual Data Science	2.0	3.0
186.868 VU 2024W Visual Data Science	2.0	3.0
VU Visualization 2	3.0	4.5
186.833 VU 2024W Visualisierung 2	3.0	4.5
VU Technical English Presentation A		3.0
064.019 VU 2025S Technical English Presentation A	2.0	3.0
064.019 VU 2024W Technical English Presentation A	2.0	3.0
VU Technical English Communication A		3.0
064.020 VU 2025S Technical English Communication A	2.0	3.0
064.020 VU 2024W Technical English Communication A	2.0	3.0
VU Technical English Presentation B		3.0
064.021 VU 2025S Technical English Presentation B	2.0	3.0
064.021 VU 2024W Technical English Presentation B	2.0	3.0
VU Technical English Communication B		3.0
064.022 VU 2025S Technical English Communication B	2.0	3.0
064.022 VU 2024W Technical English Communication B	2.0	3.0
VO European Union - Institutions, Policies and Future Challenges		2.0
164.287 VO 2024W European Union - Institutions, Policies and Future Challenges	1.5	2.0
VU Global Strategy, Markets and Politics	2.0	3.0
SE Science and the quest for knowledge	1.0	1.0
259.446 SE 2024W Science and the quest for knowledge	1.0	1.0
VO Creativity Engineering		3.0
015.100 VO 2024W Creativity Engineering	2.0	3.0
VU Searching prior art based on patent applications	2.0	3.0
VU Collaboration and Co-Creation	2.0	3.0
VU E&I Garage - Business Model Development	3.0	5.0
330.255 VU 2025S E&I Garage - Business Model Development	3.0	5.0
SE Coaching als Führungsinstrument 1	2.0	3.0
188.383 SE 2024W Coaching als Führungsinstrument 1	2.0	3.0
SE Coaching als Führungsinstrument 2	2.0	3.0
188.472 SE 2024W Coaching als Führungsinstrument 2	2.0	3.0
SE Didaktik in der Informatik	2.0	3.0
184.228 SE 2024W Didaktik in der Informatik	2.0	3.0
194.042 SE 2025S Didaktik in der Informatik , Abenteuer Informatik	2.0	3.0
194.042 SE 2024W Didaktik in der Informatik , Abenteuer Informatik	2.0	3.0
VO EDV-Vertragsrecht	1.0	1.5
280.239 VO 2024W EDV-Vertragsrecht	1.0	1.5
VO Einführung in die Wissenschaftstheorie I	2.0	3.0
VO Einführung in Technik und Gesellschaft	2.0	3.0
SE Folgenabschätzung von Informationstechnologien	2.0	3.0
VU Forschungsmethoden	2.0	3.0
185.A34 VU 2024W Forschungsmethoden	2.0	3.0
194.057 VU 2025S Forschungsmethoden	2.0	3.0
VO Frauen in Naturwissenschaft und Technik	2.0	3.0
SE Gruppendynamik	3.0	3.0
PR IT-Projekte für Jugendliche		3.0
192.055 PR 2024W IT-Projekte für Jugendliche	2.0	3.0
UE IT Projekte für Jugendliche		1.5
192.058 UE 2024W IT Projekte für Jugendliche	1.0	1.5
VU Kommunikation und Moderation	2.0	3.0
SE Kommunikation und Rhetorik	2.0	3.0
181.200 SE 2025S Kommunikation und Rhetorik	2.0	3.0
181.200 SE 2024W Kommunikation und Rhetorik	2.0	3.0
SE Kommunikation und Rhetorik 2	2.0	3.0
181.204 SE 2024W Kommunikation und Rhetorik 2	2.0	3.0
SE Kommunikationstechnik	1.0	1.5
184.004 SE 2024W Kommunikationstechnik	1.0	1.5
VU Kooperatives Arbeiten	2.0	3.0
VU Präsentation und Moderation	2.0	3.0
185.A62 VU 2024W Präsentation und Moderation	2.0	3.0
VO Präsentation, Moderation und Mediation	1.0	1.5
UE Präsentation, Moderation und Mediation	2.0	2.0
VU Präsentations- und Verhandlungstechnik	2.0	3.0
352.031 VU 2024W Präsentations- und Verhandlungstechnik	2.0	3.0
SE Privatissimum aus Fachdidaktik Informatik	4.0	4.0
VU Rhetorik, Körpersprache, Argumentationstraining	2.0	3.0
352.490 VU 2024W Rhetorik, Körpersprache und Argumentationstraining	2.0	3.0
SE Scientific Presentation and Communication	2.0	3.0
VU Softskills für TechnikerInnen	2.0	3.0
181.208 VU 2025S Softskills für TechnikerInnen	2.0	3.0
181.208 VU 2024W Softskills für TechnikerInnen	2.0	3.0
VU Techniksoziologie und Technikpsychologie	2.0	3.0
VO Theorie und Praxis der Gruppenarbeit	2.0	3.0
SE VWA Mentoring I	2.0	2.0
SE VWA Mentoring II	2.0	2.0
194.165 SE 2024W VWA Mentoring II	2.0	2.0
VO Zwischen Karriere und Barriere	2.0	3.0
187.250 VO 2024W Zwischen Karriere und Barriere	2.0	3.0
SE Seminar für Diplomand_innen	1.0	1.5
180.772 SE 2024W Seminar für Diplomand_innen für Data Science	1.0	1.5

Legende

: Lehrveranstaltungen gehören zur Studieneingangs- und Orientierungsphase STEOP
: Lehrveranstaltungen gehören zum Studieneingangsgespräch STEG
: Lehrveranstaltungen erfordern die Erfüllung der Studieneingangs- und Orientierungsphase STEOP
: Lehrveranstaltungen erfordern die Erfüllung des Studieneingangsgesprächs STEG