BSc Statistical Data Science

Adrian Nathai
Dr Alistair Wallis

Programme Directors:  Dr Alistair Wallis (Edinburgh), Haslifah Hasim (Dubai), Adrian Nathai (Malaysia)

This programme is available in Edinburgh, Dubai, Malaysia

Programme Code: F740-SDS

For further information about course choices consult:


Year 1

                                 

Semester 1 (Mandatory)Semester 2 (Mandatory)
F17CA Calculus AF17CB Calculus B
F77SA Topics in Statistical PracticeF77SB Elements of Probability
 Semester 1 (Optional – choose 2)C17PS Becoming a Professional
F17GC Mathematics in Context Semester 1 (Optional – choose 1)
F17CC Introduction to University Mathematics F17SC Discrete Mathematics
F71LP Logic and Proof F17GA Problem Solving

Year 2

Semester 1 (Mandatory)Semester 2 (Mandatory)
F18CD Real AnalysisF18CE Multivariable Calculus
F18CF Linear AlgebraF78AB Actuarial and Financial Mathematics
 F78AP Algorithmic and Scientific ProgrammingF78PB Probability and Statistics B
F78PA Probability and Statistics AF78DS Data Science Life Cycle

Year 3

8 courses: 6 mandatory 2 optional

Semester 1 (Mandatory)Semester 2 (Mandatory)
F79SP Stochastic ProcessesF79MB Statistical Models B (Project Course)
F79MA Statistical Models A (Project Course)F79BI Bayesian Inference and Computational Methods
F79PS Further Statistical MethodsSemester 2 (Optional – choose 2)
Semester 1 (Optional – choose 1) F19MO Ordinary Differential Equations (Edinburgh, Malaysia)
F19MV Vector Analysis (Edinburgh)F28DM Database Management Systems (Edinburgh, Dubai, Malaysia)
F29AI Artificial Intelligence (Edinburgh, Dubai & Malaysia)F79SU Survival Models (Edinburgh, Dubai, Malaysia)
F27ID Interaction Design (Malaysia)F78DS Data Science Life Cycle (Edinburgh, Dubai, Malaysia)

*Note: Any electives other than the named option courses must be approved by the 3rd Year Director of Studies.


Year 4

8 courses: 5 mandatory and 3 optional courses.

Semester 1 (Mandatory)Semester 2 (Mandatory)
F70DA Statistics Dissertation A  F70DB Statistics Dissertation B
F70TS Time Series and Machine LearningSemester 2 (Optional – Choose 2)
Semester 1 (Optional – Choose 2)F10AN Mathematical Biology B (Edinburgh)
F10AM Mathematical Biology A (Edinburgh)F70RT Risk Theory (Edinburgh, Malaysia)
F70CF Continuous-time Finance (Edinburgh, Malaysia)F10ND Numerical Analysis D (Edinburgh)
F10NC Numerical Analysis C (Edinburgh)F20BD Big Data Management (Edinburgh, Dubai, Malaysia)
F10MM Optimisation (Edinburgh)F70CC Climate Change and Sustainability (Edinburgh)
F10DA Data Assimilation (Dubai, Malaysia)F70ST Statistics Special Topic (Dubai, Malaysia)
F70SC Statistical Computing (Not Available)F90AM Advanced Machine Learning (Edinburgh, Malaysia only)
F29AI Artificial Intelligence (Edinburgh, Dubai & Malaysia)F20DV Data Visualisation and Analytics (Dubai)
F28DM Database Management Systems (Edinburgh, Dubai, Malaysia)

*Note: Any electives other than the named option courses must be approved by the 4th Year Director of Studies.