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Rijksuniversiteit Groningen

Hieronder staan het programma en de vakomschrijvingen van MSc Mathematics: Science, Business and Policy Klik op de naam van een vak in een schema om naar de omschrijving te gaan.

Periode	Type	Code	Naam	Taal	ECTS	Uren
» MSc Mathematics: Science, Business and Policy
hele jaar	verplicht	WMMA903-30	Master Research Project in Mathematics (for SPB)	Engels	30
semester I	verplicht	WMSE002-10	Introduction Science and Policy	Engels	10	40
semester I a	verplicht	WMMA005-05	Complexity and Networks	Engels	5
	verplicht	WMSE001-10	Introduction Science and Business	Engels	10
semester I b	verplicht	WMMA013-05	Mathematics and its Environment	Engels	5
	verplicht	WMSE901-40	Stagetraject bedrijf en beleid	Engels en Nederlands	40

Opmerkingen	The master programme comprises 120 ECTS and consists of a mathematical component (60 ECTS) and a Business and Policy component (60 ECTS) Apart from the compulsory courses above, students pick 4 modules within either Mathematics and Complex Dynamical Systems or the track Statistics and Big Data.
» Science, Business and Policy: Mathematics and Complex Dynamical Systems
Periode	Type	Code	Naam	Taal	ECTS	Uren
semester I a	keuzegroep A	WMMA004-05	Caput Dynamical Systems and Chaos	Engels	5
semester I b	keuzegroep A	WMMA027-05	Caput Algebra and Geometry 20/21	Engels	5
	keuzegroep A	WMMA010-05	Caput Differential Geometry	Engels	5
semester II a	keuzegroep A	WMMA017-05	Geometry and Differential Equations (20/21)	Engels	5
	keuzegroep A	WMMA018-05	Geometry and Topology (19/20)	Engels	5
	keuzegroep A	WMMA019-05	Hamiltonian mechanics	Engels	5
	keuzegroep A	WMMA026-05	Topics in Topology	Engels	5
semester II b	keuzegroep A	WMMA022-05	Caput mathematical physics (19/20)	Engels	5
	keuzegroep A	WMMA025-05	Caput Number Theory 20/21	Engels	5

Opmerkingen	In principle the Business and Policy part of the programme (the two courses of 10 ects and the internship 0f 40 ects) are taken in the second year. Alternatively, the coures Introduction Science and Policy, and Introduction Science and Business courses can be taken in the beginning of the first year. The track Science, Business and Policy (SBP) with Mathematics and Complex Dynamical Systems comprises of 120 ects: - 10 ects compulsory courses: Complexity and Networks, and Mathematics and its Environment(jointly for all MSc Mathematics and Applied Mathematics students) - 20 ects track specific courses: choose four courses from Option group A, the student can also choose track relevant courses from the Mastermath program (at the discretion of the Board of Examiners). - 30 ects Master Mathematics Research Project - 2 modules of each 10 ects in Business and Policy - 40 ects Internship SBP Choose four courses from elective group A Please choose your courses such that you do not have to start with your research project of 30 ects in period 1a of year 1.
» Science, Business and Policy: Statistics and Big Data
Periode	Type	Code	Naam	Taal	ECTS	Uren
semester I a	keuzegroep B	WMCS002-05	Introduction to Data Science	Engels	5
	keuzegroep B	WMMA008-05	Statistical genomics (19/20)	Engels	5
semester I b	keuzegroep C	WMAI010-05	Machine Learning	Engels	5
	keuzegroep C	WMCS010-05	Neural Networks and Computational Intelligence	Engels	5
	keuzegroep C	WMCS011-05	Pattern Recognition	Engels	5
	keuzegroep C	WMAS011-05	Statistical Signal Processing	Engels	5
	keuzegroep B	WMMA011-05	Caput Statistics	Engels	5
semester II a	keuzegroep B	WMMA015-05	Contemporary Statistics with Applications (20/21)	Engels	5
semester II b	keuzegroep B	WMMA024-05	Statistical Consulting	Engels	5

Opmerkingen	Please choose your courses such that you do not have to start with your research project of 30 ects in period 1a of year 1. In principle the Business and Policy part of the programme (the two courses of 10 ects and the internship 0f 40 ects) are taken in the second year. Alternatively, the courses Introduction Science and Policy, and Introduction Science and Business can be taken in the beginning of the first year. The track Science, Business and Policy (SBP) with Statistics and Big Data comprises of 120 ects: - 10 ects compulsory courses: Complexity and Networks, and Mathematics and its Environment(jointly for all MSc Mathematics and Applied Mathematics students) - 20 ects track specific courses: choose at least three courses from elective group B. Instead of the course Advanced Asymptotic Statistics the mastermath course Asymptotic Statistics can be chosen as well. choose at most one courses from elective group C - 30 ects Master Research Project in the field of Statistics and Big Data - 2 modules of each 10 ects in Business and Policy - 40 ects Internship SBP

Toon korte vakomschrijvingen

Caput Algebra and Geometry 20/21

WMMA027-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. J. Top
Docent(en)	prof. dr. J. Top
Onderwijsvorm	Hoorcollege (LC)
Toetsvorm	Mondeling tentamen (OR)
ECTS	5

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Caput Differential Geometry

WMMA010-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. G. Vegter
Docent(en)	prof. dr. G. Vegter
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM), Bijeenkomst (S)
Toetsvorm	Opdracht (AST), Presentatie (P), Verslag (R)
ECTS	5

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Caput Dynamical Systems and Chaos

WMMA004-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	dr. A.E. Sterk
Docent(en)	dr. H. Jardon Kojakhmetov dr. A.E. Sterk
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM)
Toetsvorm	Opdracht (AST)
ECTS	5

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Caput mathematical physics (19/20)

WMMA022-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. H. Waalkens
Docent(en)	prof. dr. H. Waalkens
Onderwijsvorm	Bijeenkomst (S)
Toetsvorm	Opdracht (AST), Presentatie (P), Verslag (R)
ECTS	5

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Caput Number Theory 20/21

WMMA025-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	dr. J.S. Müller
Docent(en)	dr. J.S. Müller
Onderwijsvorm	Hoorcollege (LC), Werkcollege (T)
Toetsvorm	Mondeling tentamen (OR), Opdracht (AST)
ECTS	5

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Caput Statistics

WMMA011-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	C.P. Hirsch
Docent(en)	C.P. Hirsch
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM)
Toetsvorm	Mondeling tentamen (OR), Opdracht (AST)
ECTS	5

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Complexity and Networks

WMMA005-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. D. Rodrigues Valesin
Docent(en)	prof. dr. M.K. Camlibel A.V. Kiselev prof. dr. D. Rodrigues Valesin
Onderwijsvorm	Hoorcollege (LC), Werkcollege (T)
Toetsvorm	Opdracht (AST)
ECTS	5

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Contemporary Statistics with Applications (20/21)

WMMA015-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. M.A. Grzegorczyk
Docent(en)	prof. dr. M.A. Grzegorczyk
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM), Practisch werk (PRC), Werkcollege (T)
Toetsvorm	Opdracht (AST), Verslag (R)
ECTS	5

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Geometry and Differential Equations (20/21)

WMMA017-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	A.V. Kiselev
Docent(en)	A.V. Kiselev
Onderwijsvorm	Hoorcollege (LC), Werkcollege (T)
Toetsvorm	Schriftelijk tentamen (WE)
ECTS	5

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Geometry and Topology (19/20)

WMMA018-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	A.V. Kiselev
Docent(en)	A.V. Kiselev
Onderwijsvorm	Hoorcollege (LC), Werkcollege (T)
Toetsvorm	Opdracht (AST), Schriftelijk tentamen (WE)
ECTS	5

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Hamiltonian mechanics

WMMA019-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	dr. M. Seri
Docent(en)	dr. M. Seri
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM)
Toetsvorm	Opdracht (AST), Schriftelijk tentamen (WE)
ECTS	5

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Introduction Science and Business

WMSE001-10

This module will take place in two phases.

1. Theory Science and Business
2. Group project Science and Business

In the first three weeks you will follow an intensive program in which you get acquainted with important business concepts. After that you will train the skills to solve business cases and to write and present a feasible science advise to company owners. Most assignments will be done in groups and teams.

For more information see www.rug.nl/fwn/sbp

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	drs. S. Grooters
Docent(en)	dr. C. Carroll prof. dr. G.J.W. Euverink drs. S. Grooters Guest lecturer M.J. van den Nieuwenhof-Schilstra, MSc.dr. H.J. van der Windt J. Zevenberg
Onderwijsvorm	Hoorcollege (LC), Practisch werk (PRC), Werkcollege (T)
Toetsvorm	Opdracht (AST), Schriftelijk tentamen (WE), Verslag (R)
ECTS	10
Entreevoorwaarden	The course unit assumes prior knowledge acquired from science-bachelor.
Opmerkingen	Max. 100 students are participating in the course unit. The course unit is compulsory for the SBP track. This course was registered last year with course code WNBIBEB08A

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Introduction Science and Policy

WMSE002-10

This module will take place in two phases.

1. Theory Science and Policy
2. Group project Science and Policy

In the first three weeks you will follow an intensive program in which you get acquainted with important policy concepts. After that you will train the skills to solve policy cases and to write and present a feasible science advise to governmental organisations. Most assignments will be done in groups and teams.

For more information see www.rug.nl/fwn/sbp

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	drs. S. Grooters
Docent(en)	dr. B. Brink prof. dr. J. de Ridder prof. dr. G.J.W. Euverink Guest lecturer M.J. van den Nieuwenhof-Schilstra, MSc.dr. H.J. van der Windt prof. dr. H.B. Winter J. Zevenberg
Onderwijsvorm	Hoorcollege (LC), Werkcollege (T), Practisch werk (PRC)
Toetsvorm	Opdracht (AST), Schriftelijk tentamen (WE), Verslag (R)
ECTS	10
Entreevoorwaarden	The course unit assumes prior knowledge acquired from science bachelor.
Opmerkingen	max 100 students are participating in the course unit. The course unit is compulsory for the SBP track This course was registered last year with course code WNBIBEB08B

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Introduction to Data Science

WMCS002-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	dr. G. Azzopardi
Docent(en)	dr. G. Azzopardi
Onderwijsvorm	Bijeenkomst (S), Hoorcollege (LC), Practisch werk (PRC)
Toetsvorm	Opdracht (AST), Schriftelijk tentamen (WE)
ECTS	5

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Machine Learning

WMAI010-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. H. Jaeger
Docent(en)	prof. dr. H. Jaeger
Onderwijsvorm	Hoorcollege (LC), Practisch werk (PRC), Werkcollege (T)
Toetsvorm	Schriftelijk tentamen (WE), Verslag (R)
ECTS	5

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Master Research Project in Mathematics (for SPB)

WMMA903-30

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. J.G. Peypouquet
Docent(en)	prof. dr. J.G. Peypouquet
Toetsvorm	Presentatie (P), Verslag (R)
ECTS	30

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Mathematics and its Environment

WMMA013-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	dr. A. Mali
Docent(en)	dr. A. Mali
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM), Werkcollege (T)
Toetsvorm	Opdracht (AST), Presentatie (P), Verslag (R)
ECTS	5

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Neural Networks and Computational Intelligence

WMCS010-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. M. Biehl
Docent(en)	prof. dr. M. Biehl
Onderwijsvorm	Hoorcollege (LC), Practisch werk (PRC)
Toetsvorm	Schriftelijk tentamen (WE), Verslag (R)
ECTS	5

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Pattern Recognition

WMCS011-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. N. Petkov
Docent(en)	prof. dr. N. Petkov
Onderwijsvorm	Hoorcollege (LC), Practisch werk (PRC)
Toetsvorm	Schriftelijk tentamen (WE)
ECTS	5

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Stagetraject bedrijf en beleid

WMSE901-40

This module is structured as follows:

1. Preparation Internship (2 weeks, end of december)
2. Writing Plan of Action at company or policy organization (4 weeks)
3. Internship (8 weeks)
4. Reflection days (1 week)
5. Internship (3 months)
6. Wrap up (1 week)

During the internship outside university they acts as a science advisor, who analyses a business or policy problem that needs scientific knowledge to solve it. The student then writes a report with well-argued suggestions to solve the problem.

The student implements the skills he/she has learned in the modules Science and Business and Science and Policy. The students gets acquainted with the organization (structure, culture, personality) by performing tasks within the organization. Thus the student gets an valuable experience in a multidisciplinary environment.

The internship starts in January and ends in June/July. The student must find an internship by himself, with help of the SBP-staff. It is important to start looking as soon as possible.

The student is supervised by a SBP-staff member, a beta science staff member and a supervisor of the organization where the internship takes place.

The internship should have a beta science aspect (25-50%), a business and/or policy aspect (25-50%) and sufficient prospects for implementation of the advice.

Faculteit	Science and Engineering
Voertaal	Engels en Nederlands
Coordinator	drs. S. Grooters
Docent(en)	drs. M.R. Berger dr. M.K. Boer, de prof. dr. G.J.W. Euverink drs. S. Grooters drs. S. Grooters drs. C.M. Ree drs. C.M. Ree dr. M. van Rijssel J. Zevenberg
ECTS	40
Entreevoorwaarden	First year master FMNS including first master research project Modules Science and Business and Science and Policy Course Acquisition Tools & Career Management See also www.rug.nl/fse/sbp
Opmerkingen	From those who enroll between April 1 and April 14, second year master students who will do the entire SBP-variant have priority. After April 14, admission will be in order of registration. The Science Business and Policy Master Track is in English. However, to some extent it can be considered bilingual. Some projects for Dutch organizations, especially policy organizations, can be in Dutch. Also some tutor groups for Dutch projects and personal development can be in Dutch. Some internship organizations prefer a Dutch advice report. In short, in projects and tutor groups the practical situation is leading, whereas international students will always be able to chose for an English project. This course was registered last year with course code WNBIBEBS08

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Statistical Consulting

WMMA024-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	dr. W.P. Krijnen
Docent(en)	dr. W.P. Krijnen
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM), Practisch werk (PRC), Werkcollege (T)
Toetsvorm	Presentatie (P), Verslag (R)
ECTS	5

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Statistical genomics (19/20)

WMMA008-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. M.A. Grzegorczyk
Docent(en)	prof. dr. M.A. Grzegorczyk
Onderwijsvorm	Hoorcollege (LC), Opdracht (ASM), Practisch werk (PRC)
Toetsvorm	Opdracht (AST), Verslag (R)
ECTS	5

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Statistical Signal Processing

WMAS011-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	prof. dr. L.V.E. Koopmans
Docent(en)	prof. dr. L.V.E. Koopmans
Onderwijsvorm	Hoorcollege (LC), Werkcollege (T)
Toetsvorm	Opdracht (AST), Schriftelijk tentamen (WE)
ECTS	5

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Topics in Topology

WMMA026-05

Faculteit	Science and Engineering
Voertaal	Engels
Coordinator	dr. R.I. van der Veen
Docent(en)	dr. R.I. van der Veen
Onderwijsvorm	Opdracht (ASM), Werkcollege (T), Bijeenkomst (S)
Toetsvorm	Opdracht (AST), Practisch werk (PR), Presentatie (P)
ECTS	5

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