BSc Statistical Data Science

Programme Directors: John Phillips `(Edinburgh) Haslifah Hasim (Dubai), Adrian Nathai (Malaysia)

This programme is available in Edinburgh, Dubai, Malaysia

Programme Code: F740-SDS


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) Semester 1 (Optional – choose 2)
C27IE Introductory Economics (Edinburgh)C37FF Finance and Financial Reporting (Edinburgh)
F17CC Introduction to University Mathematics (Edinburgh)F77PD  Professional Development Planning (Edinburgh)
F71LP Logic and Proof (Dubai)F17SC Discrete Mathematics (Dubai)
F27SP Introduction to Programming 1 (Dubai)F27SQ Introduction to Programming 2 (Dubai)

Year 2

Semester 1 (Mandatory)Semester 2 (Mandatory)
F18CD Multivariable Calculus & Real Analysis AF18CE Multivariable Calculus & Real Analysis B
F18CF Linear AlgebraF78AB Actuarial and Financial Mathematics B
F78AA Actuarial and Financial Mathematics A (7.5 Credits)F78PB Probability and Statistics B
F78PA Probability and Statistics A Semester 2 (Optional – Choose 1)
 F78AP Algorithmic and Scientific Programming (7.5 Credits)F18NA Numerical Analysis A (Edinburgh)
 C37FF Finance and Financial Reporting * (Edinburgh, Malaysia))
F28DM Database Management Systems (Edinburgh, Dubai, Malaysia)
 F27WD Web Design and Databases (Dubai)
F28SD Introduction to Software Engineering (Dubai)

* Only for Direct Entrants To Stage 2


Year 3

8 courses: 6 mandatory 2 optional

Semester 1 (Mandatory)Semester 2 (Mandatory)
F79SP Stochastic ProcessesF79SU Survival Models
F79MA Statistical Models A (Project Course)F79MB Statistical Models B (Project Course)
F79PS Further Statistical MethodsF79BI Bayesian Inference and Computational Methods
Semester 1 (Optional – choose 1)Semester 2 (Optional – choose 1)
F79PA Portfolio Theory and Asset Models (Edinburgh, Malaysia)F79DF Derivative Markets and Discrete-time Finance (Edinburgh, Malaysia)
F19MV Vector Analysis (Edinburgh) F19MO Ordinary Differential Equations (Edinburgh, Malaysia)
F29AI Artificial Intelligence (Edinburgh, Dubai & Malaysia)F28DM Database Management Systems (Edinburgh, Dubai, Malaysia)
F27ID Interaction Design (Malaysia)F78DS Data Science Life Cycle (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
F10MM OptimisationF70TS Time Series
F20ML Statistical Machine LearningSemester 2 (Optional – Choose 2)
Semester 1 (Optional – Choose 1)F70RT Risk Theory (Edinburgh, Malaysia)
F70CF Continuous-time Finance (Edinburgh, Malaysia)F10ND Numerical Analysis D (Edinburgh)
F10AM Mathematical Biology A (Edinburgh)F10AN Mathematical Biology B (Edinburgh)
F10NC Numerical Analysis C (Edinburgh)F70SP Stochastic Networks (Edinburgh)
F10DA Data Assimilation (Dubai, Malaysia)F70ST Statistics Special Topic (Dubai, Malaysia)
F70SC Statistical Computing (Not Available) F71TT Risk Management: Techniques & Tools (Edinburgh, Malaysia)
F29AI Artificial Intelligence (Edinburgh, Dubai & Malaysia)F90AM Advanced Machine Learning (Malaysia only)
F20BD Big Data Management (Edinburgh, Dubai, Malaysia)
F20DV Data Visualisation and Analytics (Dubai)

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