This DPT has 8
set(s) of course options with the following rules.
Overarching rule collection group: A
Select exactly 150 credits
from these collections:
Select
exactly 90 credits
course level 11, as available
INFR11106
MSc by Research Thesis (Data Science)
(90 credits)
AND
Select
a minimum of 10 credits and maximum of 40 credits
from the following list of courses, as available
Notes:
These are courses in Machine Learning, Statistics, and Optimization open to taught postgraduate students.
AND
Select
a minimum of 10 credits and maximum of 40 credits
from the following list of courses, as available
Code |
Course Name |
Credits |
INFR11088
|
Extreme Computing
|
10
|
INFR11015
|
Applied Databases
|
10
|
INFR11122
|
Advanced Topics in Foundations of Databases
|
20
|
Notes:
These are courses in Databases and Data Management Systems open to taught postgraduate students.
AND
Select
a minimum of 10 credits and maximum of 40 credits
from the following list of courses, as available
Code |
Course Name |
Credits |
INFR11100
|
Text Technologies for Data Science
|
10
|
INFR11062
|
Machine Translation (Level 11)
|
10
|
INFR11016
|
Bioinformatics 1
|
10
|
INFR11005
|
Bioinformatics 2
|
10
|
INFR11035
|
Neural Information Processing
|
10
|
INFR11033
|
Automatic Speech Recognition
|
10
|
LASC11062
|
Speech Synthesis
|
10
|
INFR11061
|
Natural Language Understanding (Level 11)
|
10
|
INFR09028
|
Foundations of Natural Language Processing
|
10
|
INFR11125
|
Accelerated Natural Language Processing
|
20
|
INFR11031
|
Advanced Vision (Level 11)
|
10
|
MATH11158
|
Optimization Methods in Finance
|
10
|
Notes:
These are courses in Unstructured Data and Applications open to taught postgraduate students.
AND
AND
Overarching rule collection group: B
Select exactly 150 credits
from these collections:
Select
exactly 120 credits
course level 11, as available
INFR11107
MSc by Research Thesis (Data Science; 120pt)
(120 credits)
AND
Select
exactly 30 credits
from the following list of courses, as available