Master's Mathematics in Data Science

Are you happy juggling the data that social media, for instance, generates? Are you genuinely excited by procedures for gathering, preparing, and analyzing data? Do you want apply these procedures using complex data in ecological systems? The Mathematics in Data Science Master's program at the Technical University of Munich (TUM) rigorously prepares you for working in the future-proof area of big data. As a data expert, you are sought after in research and development, the finance sector, biotechnology and logistics, the health system, insurance companies, and IT security.


Major fields of study

The main focus during the Mathematics in Data Science Master’s program is on the areas of Data Engineering, Data Analytics, Data Analysis, Machine Learning, and Data Science. Students therefore focus on techniques of data retention and data evaluation. They learn to tailor these procedures to specific problems and to combine or redevelop them, thereby deriving prediction and classification models. In addition, they deal with the development of algorithms for problem-solving purposes. Interdisciplinary courses are equally important elements of the Master’s program. These deal with the social and political implications of big data as well as conveying fundamental legal knowledge and foreign language expertise. 


Examination management

Anja Hoffmann

Questions concerning examination regulations

Dr. Michael Ritter

Don't miss

Here you will find important dates, deadlines and other relevant information.
Master Application deadline

Application deadline November 30th!

If you want to start your Master's program in the summer term 2020, you should apply as early as possible, starting from September 1st: print the registration form and all required documents via the TUM Online-System and send the required documents by mail to the matriculation office at the TUM until November 30th.

Attention: cancellation of extended application deadlines

Please be aware that missing application documents can no longer be submitted after the official application deadline (Nov. 30th / May 31st). Exceptions are not possible!  Therefore make sure to plan accordingly, esp. language certificates etc.

Information meeting: Case Studies in Optimization

There will be a preliminary meeting for the case studies courses in the summer semester 2019 on 

Wednesday, 6 February, at 16:00 in room MI 03.06.011

There, you will get on this year's projects, important dates and the application process. This is a joint meeting for both the "Case Studies Discrete Optimization" and the "Case Studies Nonlinear Optimization". More information under Case Studies in the summer semester 2019.

Grafik Ausrufezeichen

Anmeldung zu Prüfungen

Sie müssen sich zur Teilnahme an Prüfungen in TUMonline anmelden. Empfehlung: Melden Sie sich über Ihren Studienbaum (Curricula Support) an.

Die Anmeldefrist beginnt am 27. Mai und endet am 30. Juni 2019.

Registration for examination

Registration for examination

In order to attend an examination (written or oral exams) you have to register in TUMonline using curricula support.

Registration period: May 27, 2019 - June 30, 2019.



Profile: The essentials for the Master's program

Subject requirements

In order to commence the Mathematics in Data Science Master’s program at TUM, a recognized university degree in Mathematics, Informatics (with a minor in Mathematics) or a comparable study program is required. Those who are interested should refer to the program-specific Examination Regulations under "Grundlagen aus dem Bachelorstudiengang Mathematik der TUM” [“Foundations for the TUM Bachelor's program in Mathematics] and to the Attachment 3, to find out which competencies must be proven in detail.

Check List

You should have acquired the following competencies before your application: Attachment 3

For questions please contact: mscapp_datascience (at)

Formal requirements

Students from abroad: GRE Test or Gate Test

Applicants who acquired their university degree in Bangladesh, China, India, Iran, or Pakistan must provide proof of a sufficient pass mark in the admission test GRE (Graduate Record Examination) - Quantitative reasoning: 154, Analytical writing: 3,0. Institutional Code: 7806 Department 5199. Alternatively, students can apply using the associated score card for the Indian GATE-Test (Mathematics).


You can find out if special requirements apply to your country here. For questions please contactstudium (at)

Language requirements

Proof of English language skills

For the "Mathematics in Data Science" Master’s program at TUM you must provide evidence of adequate knowledge of the English language. Students whose official language of instruction during their undergraduate studies was not English must demonstrate proficiency in the form of an acknowledged language test such as

  • Test of English as a Foreign Language (TOEFL) (at least 88 points on the TOEFL iBT),
  • International English Language Testing System (IELTS) (at least 6.5 points),
  • or Cambridge Main Suite of English Examinations.

If you wrote your Bachelor's thesis in English, adequate proficiency in English is deemed proven. Some institutes send your results directly to TUM if you provide the correct address (see infobox).

If you send in your language certificate yourself, we need a certified copy.


Students from abroad: Proof of German language skills

Specific knowledge of the German language is not decisive when it comes to admission to the Mathematics in Data Science Master’s program. Nonetheless, the federal government stipulates that international students must have acquired at least a basic level of German language knowledge after two semesters at TUM. If you do not speak German, it is imperative that you complete a language course. 
Students from abroad who can already speak German are to include proof of their language skills in their application.

Check List

Application: How to get a place

Language certificates

Language exams are not always on offer and the grading of tests takes a while. If the test result has to be authenticated by a notary, one has to take into consideration the time this will take. Regardless, certificates must have been received at TUM by the end of the application period. So plan accordingly!

VPD certificate

The VPD certificate can be applied for the whole year round at TUM using the University Application Service for International Students, however this process must have been completed before the end of the application period. Please forward the VPD certificate directly to TUM as soon as you have it. 

Application period

for the winter semester1 January to 31 May 
for the summer semester1 September to 30 November

The date of receipt at TUM is decisive!

Enrollment deadline

You do not have to have completed your bachelor’s program upon applying: some documents can be submitted after the end of the application period, including for example the Bachelor’s Certificate. The deadline for doing so is approximately 5 weeks after the beginning of the first semester.

Assemble the documents required for your application at the earliest possible opportunity. You can complete major parts of the application process for the Mathematics in Data Science master’s program at TUM by using the platform TUMonline. To do so, an applicant's account is required. Please note that only one account is created; otherwise, it is not possible for the application to be sent. If you already have an applicant’s account, click underneath your visiting card on "Bewerbungen – neue Bewerbung erfassen” [Applications – create a new application]

Documents, that have to be sent in before the application deadlineExternal applicantsTUM Mathematics Bachelors
Application form (printout from TUMOnline)
Transcript of Records with courses equivalent to a minimum of 120 credits
TUMOnline printout
List of the best 120 credits with grade calculation:
Curriculum description of the underlying university degree (as a doc- or pdf-file), resp. module description 
Actual Curriculum Vitae (CV)
Letter of Motivation
Proof of sufficient language skills for an English-language degree program
Essay on one of three given topics
uni-assist VPD certificate (VPD)
Only applicants outside of the EU/EWG


Documents, that have to be sent in within the enrollment deadlineExternal applicantsTUM Mathematics Bachelors 
Bachelor’s certificate and bachelor’s diploma or comparable qualification for admissionIf you proceed directly after your TUM Bachelor to the TUM Master your diploma will be forwarded to the Student Registration Office automatically.
Proof of sufficient health insurance 
Passport photo 

Our application wizard will guide you step by step through the online application procedure. Important: Under the category "Studiengangsauswahl” [choice of degree program], select "konsekutives Masterstudium” [consecutive master's program] as the form of program.

Upon completing the Online Application, you will receive a list of documents that have yet to be submitted as well as the application for admission to the aptitude assessment.

Sign this application and send it with all required documents by post to the following address: 
Technische Universität München, Immatrikulationsamt, Arcisstraße 21, 80333 Munich

Check your candidate account on TUMonline on a regular basis. You will be notified there about missing documents and receive an offer or refusal of a study place. If you do not receive an offer, you can register one more time for the selection procedure. You will also receive important individual information at the e-mail address provided in your applicant account.

In order to obtain a place in the Master´s program, you must follow the procedure for verification of eligibility. This takes place once every six months and is carried out by the Faculty of Mathematics. After reviewing your application documents, the board of examiners decides whether you will receive an acceptance, a rejection, or an invitation to an aptitude assessment interview.

The suitability interview, which has to be completed by only a few candidates, takes place personally in Garching or as a webconference in German or English and lasts 20 to 30 minutes. The interview focuses on the candidates' motivation and ability to apply structured working methods. The expertise acquired from undergraduate courses is also assessed.

Once all application documents are complete and have been received on time, and you have been accepted and confirmed your study place in your TUMonline-Account, you still have to pay the tuition fees. After that you will be enrolled. 

Recognition of examination and study achievements 
Please find out for which modules from your Bachelor´s degree you may be able to receive credits from your Bachelor´s degree and where you have to submit the application request for their recognition.

Check List

Master’s thesis: From planning to submission

In order to successfully complete a Master’s program at the TUM Department of Mathematics, students must write a scientific thesis: the Master’s thesis. Everything you need to know about the Master’s thesis, from planning to submission, can be found here in overview.

Any questions?

For questions relating to the content of your Master’s thesis, please contact your thesis supervisor as defined in the General Academic and Examination Regulations (APSO) or the Student Advisory Office responsible.

Time frames

You have six months to complete your Master’s thesis. This period begins on the date of registration. You normally complete the Master’s thesis in the fourth semester of your Master’s program, after you have fulfilled all other academic and exam requirements.

Examiners and assessment

The Master’s thesis must be approved and evaluated by someone who is authorized to do so (thesis supervisor as defined in the APSO) at the TUM Department of Mathematics. You will find an overview of all such persons in the following list:

List of professors approved for examination purposes

Registration: When and where?

It is possible to register your Master’s thesis on the 1st and 15th of each month (though not retrospectively). Please submit the registration form signed by your thesis supervisor at the Infopoint Mathematics.

Registration: Which documents?

In addition to the Registration Form, you must also sign and submit the Route Card for the Diploma Supplement of the TUM Department of Mathematics. Please also submit the route card even if no activities are supposed to be incorporated. Please do not forget to provide a German and an English title for your thesis – both will appear on your transcript of records.

Note: The Diploma Supplement is an English-language supplement to the university diploma and describes the qualifications linked to the study program. Under the heading “Additional Information” in this document, you can request the incorporation of specific details of extracurricular activities completed within the framework of your degree course.


The thesis can be written in the German or English language. 

Formal considerations

Cover page and page 1

Here you indicate the topic of the work as well as your name and that of the supervisor. In addition, you indicate the date of submission.

Page 2

Here you make the following declaration: 
“I hereby declare that this thesis is my own work and that no other sources have been used except those clearly indicated and referenced.” (Place, date, signature)

Change of title

Please write an e-mail containing the new thesis title to master(at) and copy in your co-supervisor and your supervisor.

External presentation

The Master’s thesis is to be submitted in bound form (adhesive binding). On the spine of your Master’s thesis, please indicate your first name and surname and the short title of the thesis.

Number of copies

You must submit two identical, signed copies of your Master’s thesis at the Infopoint Mathematics or at Ms. Hoffmann's office. We will
forward one copy to the thesis supervisor (for grading) and the second copy stays at Ms. Hoffmann's office (to be archived). You do not receive confirmation of submission.


Should the submission date fall on a weekend or a public holiday, submission on the subsequent workday is also possible. Theses can of course also be submitted prior to the planned submission date.


In the event that you need more time to work on your thesis, you must submit an application at the Infopoint Mathematics for an extension, at least seven days prior to the planned submission date. This application must have been signed by your thesis supervisor. In the event of a second extension, the Chair of the Examination Board must sign the application as well as the thesis supervisor.


The typesetting system LaTeX is the standard program worldwide for the compilation of theses that contain mathematical formulas. It is recommended that you familiarize yourself with LaTeX as early as possible during the course of your studies. It is a good exercise to prepare sheets for seminar presentations using LaTeX. 

You can find further information, templates and helpful advice on our LaTeX info page.


The TUM Library does not only offer outstanding access to all manner of books, newspapers, and electronic media, it also offers courses on, by way of example, bibliographical research and how to correctly cite works. 

Please also note subject-specific practices when citing works.

Further seminar papers and tools specific to mathematics

For licensing and contractual reasons, some of these databases are only accessible via domains belonging to the TUM Departments of Mathematics and/or Informatics. Please address queries where applicable to your supervisor or the TUM Library:

MathSciNet – Mathematical reviews on the web

English theses

The English Writing Center offers all TUM members free one-to-one advice on writing English texts and helps you to enhance your writing skills.


You can print your thesis at the computer room. Contact your supervisor to receive a sufficient print quota.

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