This entry is from Winter semester 2018/19 and might be obsolete. No current equivalent could be found.

# Mathematical Data Analysis (dt. Mathematische Datenanalyse)

 Level, degree of commitment Advanced module, compulsory elective module Forms of teaching and learning,workload Lecture (4 SWS), recitation class (2 SWS), 270 hours (90 h attendance, 180 h private study) Credit points,formal requirements 9 CP Course requirement(s): Written or oral examination Examination type: Successful completion of at least 50 percent of the points from the weekly exercises. Language,Grading German,The grading is done with 0 to 15 points according to the examination regulations for the degree program B.Sc. Data Science. Duration,frequency One semester, Regularly alternating with other specialization modules Person in charge of the module's outline Prof. Dr. István Heckenberger

## Contents

• Presentation of problems for the evaluation of large amounts of data,
• Modelling of the tasks in the form of matrix equations,
• Mathematical and algorithmic methods for matrix factorization,
• Special algorithms under positivity and for thin matrix fillings,
• tensor factorization

## Qualification Goals

The students shall

• Get to know methods for investigating large amounts of data,
• understand the mathematical background of the applied algorithms,
• learn to combine techniques from mathematics and computer science,
• Improve their oral communication skills in the tutorials by practicing free speech in front of an audience and during discussion.

## Prerequisites

Translation is missing. Here is the German original:

Keine. Empfohlen werden die Kompetenzen, die in den Basismodulen Grundlagen der linearen Algebra und Objektorientierte Programmierung vermittelt werden.

## Applicability

Module imported from B.Sc. Data Science.

It can be attended at FB12 in study program(s)

• B.Sc. Data Science
• B.Sc. Computer Science
• B.Sc. Mathematics
• M.Sc. Computer Science
• M.Sc. Mathematics

When studying M.Sc. Business Mathematics, this module can be attended in the study area Specialization and Practical Modules in Mathematics.

Die Wahlmöglichkeit des Moduls ist dadurch beschränkt, dass es der Angewandten Mathematics zugeordnet ist.