Data science is a multidisciplinary field of study that involves scientific methods, processes and systems in extracting both explicit and implicit information from a variety of data structures. It combines the knowledge of mathematics and statistics, programming and data analytics. This master programme offers a variety of courses with emphasis on data analytics. Students are free to choose from three different learning modules: Data Computing, Data Analytic, and Finance & Business Analytic to match their interests and career paths. The aim of the programme is to produce knowledgeable, ethical and competitive graduates who can contribute to the nations.
| Module Option | Semester | Code & Name Course |
|---|---|---|
| Data Computing Module (45 Credits) | Semester 1 | STQD 6014 Data Science |
| STQD 6214 Mathematical Statistics with Computing | ||
| STQD 6414 Data Mining | ||
| Semester 2 | STQD 6024 Machine Learning | |
| STQP 6014 Research Methodology and Industrial Seminar | ||
| Semester 3 | STQD 6889 Capstone Project | |
| Elective ( Choose 4) | STQD 6124 Data Visualization and Communication | |
| STQD 6324 Data Management | ||
| STQD 6114 Unstructured Data Analytics | ||
| STQS 6444 Time Series Modelling and Forecasting | ||
| STQM 6154 Network Science | ||
| STQD 6334 Multicriteria Decision Making | ||
| STQD 6524 Statistical Methods for Computational Biology | ||
| Data Analytic Module ( 45 Credits) | Semester 1 | STQD 6014 Data Science |
| STQD 6214 Mathematical Statistics with Computing | ||
| STQD 6414 Data Mining | ||
| Semester 2 | STQD 6024 Machine Learning | |
| STQP 6014 Research Methodology and Industrial Seminar | ||
| Semester 3 | STQD 6889 Capstone Project | |
| Elective ( Choose 4) | STQD 6124 Data Visualization and Communication | |
| STQS 6284 Multivariate Analysis | ||
| STQD 6114 Unstructured Data Analytics | ||
| STQD 6134 Business Analytics | ||
| STQS 6444 Time Series Modelling and Forecasting | ||
| STQS 6234 Bayesian Inference | ||
| STQM 6154 Network Science | ||
| STQD 6334 Multicriteria Decision Making | ||
| STQD 6524 Statistical Methods for Computational Biology | ||
| Finance and Business Analytics Module ( 45 Credits) | Semester 1 | STQD 6014 Data Science |
| STQD 6214 Mathematical Statistics with Computing | ||
| STQD 6414 Data Mining | ||
| Semester 2 | STQD 6024 Machine Learning | |
| STQP 6014 Research Methodology and Industrial Seminar | ||
| Semester 3 | STQD 6889 Capstone Project | |
| Elective ( Choose 4) | STQD 6124 Data Visualization and Communication | |
| STQD 6134 Business Analytics | ||
| TQD 6114 Unstructured Data Analytics | ||
| STQS 6444 Time Series Modelling and Forecasting | ||
| STQD 6334 Multicriteria Decision Making | ||
| STQA 6014 Investment Analysis and Portfolio Management | ||
| STQA 6034 Issues in Risk Management and Insurance |
Pusat Pembentukan Pendidikan Lanjutan & Professional (UKMSHAPE)
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