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Course and Subject Handbook 2024

Course and Subject Handbook 2024 Courses Undergraduate Courses BSc – Data Science Major

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 ·¬ÇÑÉçÇø-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