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DEGREE REGULATIONS & PROGRAMMES OF STUDY 2019/2020
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Degree Programme Table: Statistics with Data Science (MSc) (PTMSCSTADS1F)

Jump to: Year 1

Year 1 Academic year: 2019/20, Starting in: September

Compulsory courses

You must take these courses
Bayesian Theory

Must be taken during Semester 1

MATH11177 10 credits
Statistical Programming

Must be taken during Semester 1

MATH11176 10 credits
Incomplete Data Analysis

Must be taken during Semester 1

MATH11185 10 credits
Bayesian Data Analysis

Must be taken during Semester 2

MATH11175 10 credits
Generalised Regression Models

Must be taken during Semester 2

MATH11187 10 credits
Statistical Research Skills

Must be taken during Semester 2

MATH11188 10 credits
Dissertation (SDS)

Must be taken during Block 5 (Sem 2) and beyond

MATH11178 60 credits

Course options

Group A

Select exactly 60 credits in this group.

Statistics with Data Science : options : SEMESTER 1 - 2019-20

Select between 20 and 40 credits of the following courses
Notes:
SEMESTER 1 courses - please confirm delivery period using the course links
Selected courses must be taken during Semester 1
Extreme Computing
INFR11088 10 credits
Machine Learning and Pattern Recognition
INFR11130 20 credits
Text Technologies for Data Science
INFR11145 20 credits
Fundamentals of Operational Research
MATH10065 10 credits
Statistical Consultancy
MATH10092 10 credits
Statistical Methodology
MATH10095 10 credits
The Analysis of Survival Data
MATH11024 10 credits
Simulation
MATH11028 10 credits
Fundamentals of Optimization
MATH11111 10 credits
Object-Oriented Programming with Applications
MATH11152 10 credits
Python Programming
MATH11199 10 credits
AND

Statistics with Data Science : options : SEMESTER 2 - 2019-20

Select between 20 and 40 credits of the following courses
Notes:
SEMESTER 2 courses - please confirm delivery period using the course links
Selected courses must be taken during Semester 2
Data Mining and Exploration
INFR11007 10 credits
Probabilistic Modelling and Reasoning
INFR11134 20 credits
Theory of Statistical Inference
MATH10028 10 credits
Multivariate Data Analysis
MATH10064 10 credits
Stochastic Modelling
MATH11029 10 credits
Time Series
MATH11131 10 credits
Large Scale Optimization for Data Science
MATH11147 10 credits
Credit Scoring
MATH11148 10 credits
Biomedical Data Science
MATH11174 10 credits
Nonparametric Regression Models
MATH11186 10 credits
Machine Learning in Python
MATH11205 10 credits
Genetic Epidemiology
PUHR11013 10 credits
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