Specialisation in Areas of Data Science (34 ECTS)

SAD Specialisation in Areas of Data Science (34 ECTS)

Foundations

• 040721 UK [ en ] ( VOR-ORT ) Ausgewählte Kapitel der Statistik (MA)
• 040723 UK ( GEMISCHT ) Finanz- und Versicherungsmathematik (MA)
• 040770 UK [ de en ] ( VOR-ORT ) Wahrscheinlichkeitstheorie 1 (MA)
• 040771 UK ( VOR-ORT ) Statistische Fallstudien (MA)
• 040772 UK [ en ] ( VOR-ORT ) Komplexe statistische Methoden (MA)
• 052100 VU [ en ] Algorithms and Data Structures 2
• 052101 VU [ en ] Numerical Algorithms
• 052111 VU [ en ] Advanced Algorithms
• 052112 VU [ en ] Numerical High Performance Algorithms
• 052311 VU [ en ] Data Mining
• 052316 VU [ en ] Deep Learning for Natural Language Processing
• 052400 VU [ en ] Information Management & Systems Engineering
• 052600 VU [ en ] Signal and Image Processing
• 052617 VU [ en ] Image Processing and Image Analysis
• 052800 VU [ en ] Parallel Computing
• 250042 PS [ en ] ( VOR-ORT ) Quantum Information, Quantum Computing, and Quantum Algorithms
• 250063 VO [ en ] ( VOR-ORT ) Nonlinear optimization
• 250068 VO [ en ] ( VOR-ORT ) Stochastic processes
• 250078 VO [ en ] ( VOR-ORT ) Quantum Information, Quantum Computing, and Quantum Algorithms
• 250085 VO [ en ] ( VOR-ORT ) Tensor methods for data science and scientific computing
• 250107 PS [ en ] ( VOR-ORT ) Stochastic Processes
• 250116 VO [ en ] ( GEMISCHT ) Introduction to complex network analysis
• 250117 PS [ en ] ( GEMISCHT ) Introduction to complex network analysis

Applications

• 040045 KU [ en ] ( VOR-ORT ) Econometrics in Finance (MA)
• 040215 KU [ en ] ( VOR-ORT ) Supply Chain Management (MA)
• 040626 KU ( DIGITAL ) Game Theory (MA)
• 040775 UK ( VOR-ORT ) Biometrie 2 (MA)
• 052315 VU [ en ] ( DIGITAL ) Natural Language Processing
• 052317 VU [ en ] Neuroinformatics: Machine Learning for Neuronal Data Analysis
• 052412 VU [ en ] Business Intelligence II
• 052511 VU [ en ] Cloud Computing
• 052515 VU [ en ] Patterns and Artificial Intelligence for Cloud and Cloud-Edge Continuum
• 053530 VU [ de en ] Statistische Methoden der Bioinformatik
• 070263 UE [ en ] Reading course Digital Humanities - Theory and Concepts in the Digital Humanities
• 180054 VO [ en ] Cognitive Science - Introduction and Basic Concepts
• 180147 SE [ en ] ( VOR-ORT ) Introduction to Cognitive Science I
• 180150 VO [ en ] ( VOR-ORT ) MEi:CogSci Cognitive Science Lecture Series
• 180160 SE [ en ] ( GEMISCHT ) New Trends in Cognitive Science - The predictive coding approach to mind/cognition
• 180161 SE [ en ] ( GEMISCHT ) MEi:CogSci Journal Club - Causal inference in cognitive neuroscience (neuroimaging and stimulation)
• 300311 VO ( VOR-ORT ) Bioinformatik für die Analyse mikrobieller Genome, Metagenome und Metatranskriptome
• 301060 UE [ en ] ( VOR-ORT ) Praktische Übungen zur Bioinformatik mikrobieller Genome und Metagenome
• 340320 VO [ en ] Maschinelle Translation