Applied Data Science and Statistics Project - 2019 entry
MODULE TITLE | Applied Data Science and Statistics Project | CREDIT VALUE | 60 |
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MODULE CODE | MTHM504 | MODULE CONVENER | Dr Dorottya Fekete (Coordinator) |
DURATION: TERM | 1 | 2 | 3 |
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DURATION: WEEKS | 11 | 12 | 7 |
Number of Students Taking Module (anticipated) | 15 |
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In this module, you will work on a research problem in the application of Data Science and Statistics. You will apply your understanding of the underlying concepts of Data Science and Statistics together with the methods and tools that you have learned to a problem in an applied field. The project will require understanding of the setting, a critical review of possible approaches, choice of appropriate methodology, an extended piece of data analysis and a clear and concise write up of the background, data, methodology, results and conclusions. This is an independent project, supervised by an expert from the relevant area, and culminates in writing a dissertation, describing your research and its results. Research topics can be selected from across the breadth of the application of Data Science and Statistics.
This module aims to give you in-depth experience of applying Data Science and Statistics to real-world problems, preparing you for work in a commercial setting or further post-graduate work. The module aims to build on the knowledge and skills you have acquired in the taught modules of the programme to allow you to investigate an area of particular interest to you. It aims to give you experience of many aspects of research work, including problem formulation, literature review, planning, tool development, experimentation, analysis, interpretation and presentation of results.
On successful completion of this module, you should be able to:
Module Specific Skills and Knowledge:
1 Demonstrate knowledge of a research topic of relevance to the MSc Applied Data Science and Statistics programme, acquired through a deep and self-motivated exploration of that topic;
2 Design and follow systematically the phases of research project development;
3 Apply sophisticated and appropriate analysis and development techniques at each stage of a project;
Discipline Specific Skills and Knowledge:
4 Show familiarity with the background and context of a new application area;
5 Apply methods and tools learnt in the context of other fields to the application in question;
6 Produce full documentation as appropriate to the system and research;
Personal and Key Transferable/ Employment Skills and Knowledge:
7 Conduct independent study, including library and web-based research;
8 Plan an extended project and manage time effectively;
9 Present work to a non-specialist audience;
10 Report writing and presentation.
Not applicable.
Scheduled Learning & Teaching Activities | 20 | Guided Independent Study | 580 | Placement / Study Abroad | 0 |
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Category | Hours of study time | Description |
Scheduled Learning and Teaching Activities | 20 | Project supervision |
Guided Independent Study | 580 | Individual assessed work |
Form of Assessment | Size of Assessment (e.g. duration/length) | ILOs Assessed | Feedback Method |
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Two-page project proposal in early stages of project | 2 pages | All | Oral |
Coursework | 100 | Written Exams | 0 | Practical Exams | 0 |
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Form of Assessment | % of Credit | Size of Assessment (e.g. duration/length) | ILOs Assessed | Feedback Method |
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Coursework – Mid-Point Presentation | 10 | 10 mins | 1, 4, 9 | Written |
Coursework – Final Presentation | 20 | 20 mins | 1, 4, 9 | Written |
Coursework – Dissertation | 70 | 30-40 pages | 2-10 | Written |
Original Form of Assessment | Form of Re-assessment | ILOs Re-assessed | Time Scale for Re-assessment |
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Coursework – Mid Point Presentation | Coursework (100%) | All | To be agreed by consequences of failure meeting |
Coursework – Final Presentation | Coursework (100%) | All | To be agreed by consequences of failure meeting |
Coursework – Dissertation | Coursework (100%) | All | To be agreed by consequences of failure meeting |
information that you are expected to consult. Further guidance will be provided by the Module Convener
CREDIT VALUE | 60 | ECTS VALUE | 7.5 |
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PRE-REQUISITE MODULES | None |
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CO-REQUISITE MODULES | None |
NQF LEVEL (FHEQ) | 7 | AVAILABLE AS DISTANCE LEARNING | No |
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ORIGIN DATE | Monday 17th June 2019 | LAST REVISION DATE | Tuesday 17th September 2019 |
KEY WORDS SEARCH | None Defined |
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Please note that all modules are subject to change, please get in touch if you have any questions about this module.