Modules

694 modules

B Elective Modules247

Industrielle BildverarbeitungNo ratings for this module yet.B1.1, B2.1, B3In dem Modul lernst Du praxisrelevante Methoden und Algorithmen der industriellen Bildverarbeitung kennen. Du verstehst die typischen Einsatzgebiete (z. B. Lageerkennung, Form- und Maßprüfung, Beschriftungs- und Objekterkennung) und kannst Bildverarbeitungsaufgaben analysieren, bewerten und Lösungen entwickeln.6 ECTSruns this semesterIN2369Probability TheoryNo ratings for this module yet.B1.1, B2.1, B3You will learn the measure-theoretic probability theory for sequences of random variables and martingales. By the end you will be able to understand and apply central results such as the law of large numbers, central limit theorems, and fundamental martingale results.9 ECTSruns this semesterMA2409FunktionalanalysisNo ratings for this module yet.B1.1, B2.1, B3You will learn the basics of functional analysis in Banach and Hilbert spaces. In the end you will be able to analyze linear functionals and bounded as well as compact self-adjoint operators, understand duality, and apply concepts such as weak and weak* convergence.9 ECTSruns this semesterMA3001all 247 in B Elective Modules

A Required Modules7

Foundations in Data EngineeringNo ratings for this module yet.You will learn how to organize, distribute, store and analyze large data sets efficiently. In the end you will be able to apply distributed data storage concepts, Map/Reduce techniques and their applications (e.g. Hadoop, NoSQL), implement analysis algorithms for distributed data and assess optimization techniques.8 ECTSruns this semesterIN2326Foundations of Data AnalysisNo ratings for this module yet.In this module you will learn mathematical methods of data analysis, in particular linear and nonlinear procedures for data dimensionality reduction as well as techniques for reconstructive restoration of structured signals. By the end you will be able to apply and assess singular value decomposition, random matrices, compressive methods and manifold-based procedures.8 ECTSno date this semesterMA4800Hauptseminar Data ScienceNo ratings for this module yet.You independently work on an anspruchsvolles wissenschaftliches Thema from the area Mathematics / Data Science, write a written seminar paper on it, and present the results in the seminar. In the end you can present your research results in a structured, scientifically justified manner and participate in the professional discussion.5 ECTSno date this semesterMA6014all 7 in A Required Modules

Master's Thesis1

Master's ThesisNo ratings for this module yet.You work independently on a research or application question in the area of Big Data / Data Science, which can be theoretical-mathematical or practical. You model the problem with mathematical methods, acquire the necessary background knowledge, implement algorithms if needed or compare procedures, and document the results scientifically. In the end you can justify the solution, assess its limits, and present your thoughts clearly.30 ECTSno date this semesterMA6025

C Support Electives445

Deutsch als Fremdsprache A1.1No ratings for this module yet.C1 Interdisciplinary CoursesIn diesem Modul erwirbst du Grundkenntnisse in Deutsch als Fremdsprache (GER A1). Du lernst alltägliche Ausdrücke, einfaches Vokabular und grundlegende Grammatik, um dich z. B. beim Einkaufen, im Restaurant oder im öffentlichen Verkehr zurechtzufinden. Am Ende kannst du dich vorstellen, Fragen zur Person stellen und beantworten sowie einfache Alltagssituationen mündlich und schriftlich bewältigen.4 ECTSruns this semesterSZ0337Deutsch als Fremdsprache A2.2No ratings for this module yet.C1 Interdisciplinary CoursesDu erwirbst Grundkenntnisse in Deutsch als Fremdsprache auf Niveau A2. Du lernst, dich in einfachen, routinemäßigen Alltagssituationen (z. B. Reisen, Arztbesuch, Wohnungssuche, Beruf, Freizeit) zurechtzufinden, vertraute Themen zu verstehen und selbst kurze Texte und Mitteilungen zu verfassen.6 ECTSruns this semesterSZ0304Englisch - English Shorts: Mini Topics in the English Language B2-C2No ratings for this module yet.C1 Interdisciplinary CoursesYou will repeat and practice selected English verb forms and grammatical structures (e.g., gerund/infinitive, reported speech, passive, modal verbs, Present Perfect vs. Past Simple, conditional clauses). In addition, you will train oral and written communication skills for the profession and learn aspects of intercultural communication as well as strategies for independent continued learning.2 ECTSruns this semesterSZ04112all 445 in C Support Electives