MA30328: Applied data science
[Page last updated: 22 May 2025]
| Academic Year: | 2025/26 |
| Owning Department/School: | Department of Mathematical Sciences |
| Credits: | 6 [equivalent to 12 CATS credits] |
| Notional Study Hours: | 120 |
| Level: | Honours (FHEQ level 6) |
| Period: |
- Semester 2
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| Assessment Summary: | CWRG 60%, CWSI 40% |
| Assessment Detail: |
- MA32028 Coursework 1 (CWSI 40%)
- MA32028 Case study (CWRG 60%)
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| Supplementary Assessment: |
- Like-for-like reassessment (where allowed by programme regulations)
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| Requisites: |
Before taking this module you must ( take MA22019 AND take MA22018 AND take MA22015 ) OR ( take MA20227 AND take MA20277 AND take MA20278 )
In taking this module you cannot take MA30280 OR take MA32050
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| Learning Outcomes: |
By the end of the course you will be able to:
- Demonstrate first-hand experience of handling complex real-world data sets
- Use data science techniques to analyse large complex data in R
- Be able to formulate proper mathematical arguments and perform appropriate statistical inference on real world data science problems
- Present results from a data science analysis in a suitable style
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| Synopsis: | You will complete a project with a large data set, including the planning and design of studies, through practical analysis to the reporting of results.
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| Content: | Data exploration
Data mining and data analytics
Data transformations
Analysis of large, structured complex datasets
Model selection, verification of assumptions and assessment of performance in a real-world application
Presentation of results in an appropriate format
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| Course availability: |
MA30328 is Optional on the following courses:
Department of Mathematical Sciences
- USMA-AFM14 : MMath(Hons) Mathematics (Year 4)
- USMA-AAM15 : MMath(Hons) Mathematics with Study year abroad (Year 4)
- USMA-AKM15 : MMath(Hons) Mathematics with Year long work placement (Year 5)
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Notes: - This unit catalogue is applicable for the 2025/26 academic year only. Students continuing their studies into 2026/27 and beyond should not assume that this unit will be available in future years in the format displayed here for 2025/26.
- 好色tv and units are subject to change in accordance with normal University procedures.
- Availability of units will be subject to constraints such as staff availability, minimum and maximum group sizes, and timetabling factors as well as a student's ability to meet any pre-requisite rules.
- Find out more about these and other important University terms and conditions here.
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