Programme structure: Data Science (MSc) - what's running in 2025/26

Please note: Programme and unit information may change as the relevant academic field develops. We may also make changes to the structure of programmes and assessments to improve the student experience.

    This section describes which Units you will take in which year of study. It indicates which units are mandatory and where you will be able to choose. The overall pass marks you will need to achieve in order to progress or achieve an award are shown. The full regulations concerning progression and completion are held in the University's Regulations and Code of Practice. Any particular aspects of your programme that are unusual will be highlighted. If any Units are must pass this will be shown below. The linked unit specifications detail any additional requirements.

    What do the Levels represent?

    What do the teaching blocks (TB) mean?

    If you are selecting optional units, ensure that you have a balanced workload through the year.

  • Year 1 (2025/26)

Must pass unit: EMATM0050. For the definition of must pass units please see the Glossary of Terms from Annex 1 to the Regulations and Code of Practice for Taught Programmes.

Unit name Unit code Credit points Status Teaching Block
Technology, Innovation, Business, and Society (TIBS) EMATM0049 20 Mandatory TB-1
Large-Scale Data Engineering EMATM0051 20 Mandatory TB-1
Introduction to AI and Text Analytics EMATM0067 20 Mandatory TB-2
Visual Analytics EMATM0066 20 Mandatory TB-2
Data Science Methods and Practice SEMTM0045 20 Mandatory TB-2
Select 20CP from:
Statistical Computing and Empirical Methods EMATM0061 20 Optional TB-1
Software Development: Programming and Algorithms EMATM0048 20 Optional TB-1
Select 60CP from:
Data Science Project EMATM0047 60 Optional AYEAR
Data Science Group Project SEMTM0044 60 Optional AYEAR
  180    

Award requirements

The pass mark set by the University for any level 7 unit is 50 out of 100.

For detailed rules on the award of credit, reassessment and award of a qualification please see the Regulations and Code of Practice for Taught Programmes and the relevant faculty handbook.

Degree classifications:

A classification will be awarded in the following qualifications:

  • Taught postgraduate Masters degree, including a Master of Research (MRes)
  • Postgraduate Diplomas and Certificates where these are specifically named entry-level qualifications
  • Exit awards of Postgraduate Diplomas and Certificates in designated programmes (as described in the programme specification) where students choose to withdraw from the intended programme but otherwise achieve the necessary credit points for the exit award.

A classification is not awarded for exit awards where students are required to withdraw from the programme on academic grounds.

The overall final programme mark is calculated as the average of all unit marks in the programme, weighted by credit point value.

The classification of the award in relation to the final programme mark is as follows:

  • Distinction = final programme mark of 70+
  • Merit = final programme mark of 60-69
  • Pass = final programme mark of 50-59
  • Fail = final programme mark of 49 or less

* The MA in Law has separate regulations for awarding distinction and merit.

Diploma/certificate stages:

To be awarded a postgraduate diploma, students must have successfully completed 120 credit points, of which 100 must be at level 7.

To be awarded a postgraduate certificate, students must have successfully completed 60 credit points, of which 40 must be at level 7.

Related links