BSc – Data Science Major
Handbook year | |
Major code | BSC-DSC |
Credit point value | 24 credit points |
Owner | Academy |
College | Science and Engineering |
Major Structure (Except as second major with BSc- Mathematics, and within the BAdvSc, BEng-BSc and BSc(Hons) [Emb])
CORE SUBJECTS
Level 1
MA1580:03 Foundations of Data Science
MA1000:03 Mathematical Foundations
Level 2
MA2405:03 Advanced Statistical Modelling
Level 3
MA3405:03 Statistical Data Mining for Big Data
MA3831:03 Natural Language Processing, Web Scraping and Large Data Processing
MA3832:03 Neural Network and Deep Learning or MA3212:03 Optimisation and Operations Research
OPTIONS
Select 6 credit points of subjects from List 1
List 1
CP2404:03 Database Modelling
MA2210:03 Linear Algebra
MA2211:03 Discrete Mathematics
MA2830:03 Data Visualisation
Note: Students studying this major must select CP1401 and CP1404 within their course in order to satisfy prerequisites. Please refer to the course structure for details.
Major Structure (within the BAdvSc, BEng-BSc and as a Second major with BSc- Mathematics)
CORE SUBJECTS
Level 1
MA1580:03 Foundations of Data Science
CP1404:03 Programming II
Level 2
MA2405:03 Advanced Statistical Modelling
Level 3
MA3405:03 Statistical Data Mining for Big Data
MA3831:03 Natural Language Processing, Web Scraping and Large Data Processing
MA3832:03 Neural Network and Deep Learning or MA3212:03 Optimisation and Operations Research
OPTIONS
Select 6 credit points of subjects from List 1
List 1
CP2404:03 Database Modelling
MA2210:03 Linear Algebra
MA2211:03 Discrete Mathematics
MA2830:03 Data Visualisation
Note: Students studying this major must take CP1401 to meet prerequisites within their course in order to satisfy prerequisites. Please refer to the course structure for details.
Major Structure (within the BSc(Hons)[Emb])
CORE SUBJECTS
Students who enter under the JCU-XUT Articulation Schedule are eligible for credit against the subjects marked with an asterisk (*)
Level 1
MA1580:03 Foundations of Data Science
MA1000:03 Mathematical Foundations *
Level 2
MA2210:03 Linear Algebra*
MA2405:03 Advanced Statistical Modelling
MA2830:03 Data Visualisation
Level 3
MA3405:03 Statistical Data Mining for Big Data
MA3831:03 Natural Language Processing, Web Scraping and Large Data Processing
MA3212:03 Optimisation and Operations Research