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University College Cork

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Mathematical Modelling and Self-Learning Systems


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University College Cork


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    Mathematical Modelling and Self-Learning Systems
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Studying Mathematical Modelling and Self-Learning Systems at the University College Cork

Self-learning systems are an important and newly emerging technique in many areas of applied science such as Applied Mathematics, Engineering, Computer Science and Statistics. In particular, self-learning systems are a disruptive approach to mathematical modelling which use differential equations at their foundation. A particular strength of this approach is that it combines numerical learning algorithms such as dynamic machine learning with differential equations to design applications that can adapt to a changing environment. This approach is new and unique because it explicitly takes into account the dynamic aspects of data and allows for fast and accurate modelling of self-learning systems. This is a new and rapidly developing area at the interface between applied mathematics and machine-learning (for example see here).

The primary aim of this course is to provide training in the use and development of modern numerical methods and self-learning software. Graduates will develop and apply new skills to real-world problems using mathematical ideas and techniques together with software tailored for complex networks and self-learning systems. While there is a strong focus on modern applications, graduates will gain in-demand skills in mathematical modelling, problem-solving, scientific computing, dynamic machine learning, complex networks and communication of mathematical ideas to a non-technical audience.

More general hands-on skills include mathematical typesetting, mathematical writing, desktop and web-based mathematical software development, and the use of computer languages and packages such as C#, R, Python and TensorFlow.


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Mathematical Modelling and Self-Learning Systems: Course:

The course places great emphasis on hands-on practical skills. There is a computer laboratory allocated solely for the use of MSc students. PCs are preloaded with all the required software and tools. Teaching hours, tutorials and practical demonstrations, usually take place in the morning.  The rest of the time, you are expected to do exercises, assignments and generally put in the time required to acquire key skills. For online modules, students are advised to have access to a laptop/home computer with internet connection, modern browser, word processing and spreadsheet software.


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Mathematical Modelling and Self-Learning Systems: Career:

Graduates with quantitative skills and expertise in self-learning algorithms are in high demand in industry according to the Governments Expert Group on Future Skills Needs. Demand for these skills is projected to rise over the coming years not just in Ireland but in the EU and globally. Graduates from a similar MSc have secured jobs in the following areas: banking, financial trading, consultancy, online gambling firms, software development, logistics, data analysis and with companies such as AIB, McAfee, Fexco, DeCare Systems, MpStor, the Tyndall Institute, Matchbook.com, First Derivatives and KPMG.


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Mathematical Modelling and Self-Learning Systems: Requirements:

  • Candidates must have obtained at least a Second Class Honours Grade II in a primary honours degree (NFQ, Level 8) or equivalent in a numerate discipline (i.e., commensurate with science or engineering programmes).
  • Candidates are expected to have taken courses in mathematics, applied mathematics or statistics at university level, and be familiar with calculus, vectors, matrices and elementary statistics. They are expected to have sufficient background in university-level mathematics as assessed by the course coordinator. In the case of competition for places selection will be made on the basis of primary degree results and/or interview.  For online modules, students are advised to have access to a laptop/home computer with internet connection, modern browser, word processing and spreadsheet software.
  • Candidates from Grandes Écoles Colleges are also eligible to apply if they are studying a cognate discipline in an ENSEA or EFREI Graduate School and are eligible to enter the final year (M2) of their programme.
  • All candidates must ultimately be approved by the director of the MSc (Mathematical Modelling and Self-Learning Systems) programme.


English Language Requirements

Applicants that are non-native speakers of the English language must meet the university approved English language requirements available here.

For applicants with qualifications completed outside of Ireland

Applicants must meet the required entry academic grade, equivalent to Irish requirements, please find our grades comparison by country here.


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Übersicht der Masterstudiengänge - University College Cork

 Actuarial Science
 Architecture (Joint Programme with CIT)
 Bioinformatics and Computational Biology
 Biology - Marine Biology
 Biology - Marine Biology Conversion Programme
 Biology - Molecular Cell Biology with Bioinnovation
 Biotechnology
 Chemistry - Analysis of Pharmaceutical Compounds
 Chemistry - Analytical Chemistry
 Chemistry - Analytical Chemistry
 Chemistry - Environmental Analytical Chemistry
 Computer Science - Applied Computing Technology
 Computing Science
 Dairy Technology and Innovation
 Data Science and Analytics
 Dementia
 End of Life Healthcare Ethics
 Engineering - Electrical and Electronic Engineering
 Engineering - Mechanical Engineering
 Engineering - Pharmaceutical and Biopharmaceutical Engineering
 Engineering - Sustainable Energy
 Financial and Computational Mathematics
 Food Microbiology
 Food Science
 Food Science and Technology
 Health Protection (Online)
 Human Nutrition and Dietetics
 Interactive Media
 Mathematical Modelling and Self-Learning Systems
 Nurse/Midwife Prescribing
 Nursing - Gerontological Nursing
 Nursing - Medical and Surgical Nursing
 Nutritional Sciences
 Older Person Rehabilitation
 Statistics
    (Online) Engineering - Information Technology in Architecture, Engineering and Construction
    Accounting
    Applied Coastal and Marine Management
    Archaeology - Archaeological Excavation
    Archaeology - Human Osteoarchaeology
    Art History - Modern and Contemporary Art History, Theory and Criticism
    Asian Studies
    Audiology
    Beginnings of Irish Christianity
    Business Economics
    Business Information and Analytics Systems
    Business Information Systems
    Celtic Civilisation
    Chinese - Contemporary Chinese Culture and Business
    Chinese - Teaching Chinese to Speakers of Other Languages (MATCSOL)
    Co-operative and Social Enterprise
    Comparative Aesthetics and the Arts
    Comparative and World Literature
    Cooperative Organisation, Food Marketing and Rural Development
    Creative Writing
    Criminology
    Dental Public Health
    Digital Arts and Humanities
    Digital Cultures
    Drama and Theatre Studies
    Ecology - Ecological Assessment
    Ecology - Ecological Assessment
    Economic Science
    Economics
    Economics - Health Economics
    Electronic Business
    English - Irish Writing and Film
    English - Modernities: American and British Literature and Film
    English – Texts and Contexts: Medieval to Renaissance
    European Development Studies
    Evidence Based Therapy Practice
    Executive MBA
    Finance - Asset Management
    Management Accounting
    Masters Qualifying Examination (Business)
    Nursing - End of Life Healthcare Ethics
    Print Economic Science



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Hochschule

University College Cork


Studienort:Cork Western Road
T12 YN60 Cork
Irland
South-West Region
T  +353 21 4902876
E  graduatestudies@ucc.ie

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Studienort

Cork

Fachrichtung

Mathematik und Naturwissenschaften

Abschluss

Master of Science

Unterrichtssprache

Englisch

Studienbeginn

Wintersemester - 13 September 2021

Bewerbungsschluss

anfragen

Studienform

Vollzeit

1 Jahr Studienzeit

Kosten EU: 8130 EUR / Jahr

Kosten Nicht-EU: 18130 EUR / Jahr

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Fakten zum Master

Studienort

Cork

Fachrichtung

Mathematik und Naturwissenschaften

Abschluss

Master of Science

Unterrichtssprache

Englisch

Studienbeginn

Wintersemester - 13 September 2021

Bewerbungsschluss

anfragen

Studienform

Vollzeit

1 Jahr Studienzeit

Kosten EU: 8130 EUR / Jahr

Kosten Nicht-EU: 18130 EUR / Jahr

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