Local review · Access to each material is reviewed separately. This is not a personal registration or degree audit.
Department of Data Science
Browse this unit’s courses or explore them through a programme curriculum.
Programmes
6 programmes
- BSC1_DSC · Undergraduate
Bachelor of Science in Data Science
Official programme listing collected; curriculum not yet completed
- BSC1_DSE1 · Undergraduate
Bachelor of Science in Data and Systems Engineering
Official programme listing collected; curriculum not yet completed
- MSAIFS · Postgraduate
Master of Science in Artificial Intelligence for Sciences
Official programme listing collected; curriculum not yet completed
- MSDS1 · Postgraduate
Master of Science in Data Science
Official programme listing collected; curriculum not yet completed
- DS2_P · Postgraduate
Doctor of Philosophy in Data Science
Official programme listing collected; curriculum not yet completed
- DS2_M · Postgraduate
Master of Philosophy in Data Science
Official programme listing collected; curriculum not yet completed
No matching programmes. Change your search or filters.
Courses
This lists courses with a checked unit association. Reconciliation with the full official catalogue is ongoing.
127 courses
| Course | Credits | Requirement | Materials |
|---|---|---|---|
| DSC0001Internship | — | See programme requirements | No open materials |
| DSC0002Internship | — | See programme requirements | No open materials |
| DSC0003Internship | — | See programme requirements | No open materials |
| DSC0004Internship | — | See programme requirements | No open materials |
| DSC1001Introduction to Data Science | — | See programme requirements | No open materials |
| DSC2001Python for Data Science | — | See programme requirements | No open materials |
| DSC2002Convex Optimization | — | See programme requirements | No open materials |
| DSC2003Human Contexts and Ethics in Data Science | — | See programme requirements | No open materials |
| DSC2004Data Visualization | — | See programme requirements | No open materials |
| DSC2005Introduction to Computational Social Science | — | See programme requirements | No open materials |
| DSC2102Statistical Methods and Data Analysis | — | See programme requirements | No open materials |
| DSC3001Big Data: The Arts and Science of Scaling | — | See programme requirements | No open materials |
| DSC3002Data Mining | — | See programme requirements | No open materials |
| DSC3003Blockchain | — | See programme requirements | No open materials |
| DSC3004Computational Optimization | — | See programme requirements | No open materials |
| DSC3005Computational Statistics | — | See programme requirements | No open materials |
| DSC3006Fundamentals of Machine Learning I | — | See programme requirements | No open materials |
| DSC3007Advanced Statistics | — | See programme requirements | No open materials |
| DSC3008Systems Dynamics and Control | — | See programme requirements | No open materials |
| DSC3009Behavioural Analytics | — | See programme requirements | No open materials |
| DSC3010Digital Trace Analytics | — | See programme requirements | No open materials |
| DSC3011Social Data Processing and Modelling | — | See programme requirements | No open materials |
| DSC3013Introduction to Social Media Analytics | — | See programme requirements | No open materials |
| DSC3014Introduction to Sharing Economy | — | See programme requirements | No open materials |
| DSC3015Knowledge Graph and Cognitive Computing | — | See programme requirements | No open materials |
| DSC3016Social Network Analysis | — | See programme requirements | No open materials |
| DSC3017Game Theory and Its Application | — | See programme requirements | No open materials |
| DSC3018Introduction to Internet of Things | — | See programme requirements | No open materials |
| DSC3019Introduction to Networked Life and Data Science | — | See programme requirements | No open materials |
| DSC3020Engineering Economics | — | See programme requirements | No open materials |
| DSC3022Financial Data Analytics for Investments | — | See programme requirements | No open materials |
| DSC3023Data Science Applications in Portfolio Risk Analysis | — | See programme requirements | No open materials |
| DSC3025Internship for Flagship Programme | — | See programme requirements | No open materials |
| DSC3026International Professional Development | — | See programme requirements | No open materials |
| DSC3027Smart Logistics and Transportation | — | See programme requirements | No open materials |
| DSC3060Operations Research | — | See programme requirements | No open materials |
| DSC3080Internship | — | See programme requirements | No open materials |
| DSC3102Quality Technologies | — | See programme requirements | No open materials |
| DSC3105Bayesian Analysis | — | See programme requirements | No open materials |
| DSC4001Foundation of Reinforcement Learning | — | See programme requirements | No open materials |
| DSC4008Deep Learning | — | See programme requirements | No open materials |
| DSC4009Data Intelligence in Action | — | See programme requirements | No open materials |
| DSC4010Projects in Data Science (research) | — | See programme requirements | No open materials |
| DSC4011Experimental Research for Social Media | — | See programme requirements | No open materials |
| DSC4016Fundamentals of Machine Learning II | — | See programme requirements | No open materials |
| DSC4018AI in Systematic Trading | — | See programme requirements | No open materials |
| DSC4019Stochastic Processes and Applications | — | See programme requirements | No open materials |
| DSC4021Advanced Internet of Things | — | See programme requirements | No open materials |
| DSC4024Project Management and Analysis | — | See programme requirements | No open materials |
| DSC4026Systems Modelling and Simulation | — | See programme requirements | No open materials |
| DSC4051Facilities and Distribution Management | — | See programme requirements | No open materials |
| DSC4064Reliability Engineering | — | See programme requirements | No open materials |
| DSC4066Professional Engineering Practice | — | See programme requirements | No open materials |
| DSC4070Large Language Models | — | See programme requirements | No open materials |
| DSC4103Decision Analytics and Risk Management | — | See programme requirements | No open materials |
| DSC4107Financial Engineering and Analytics | — | See programme requirements | No open materials |
| DSC4109Smart Manufacturing and Automation | — | See programme requirements | No open materials |
| DSC4110Statistical Design and Analysis of Experiments | — | See programme requirements | No open materials |
| DSC4116Data Science Capstone | — | See programme requirements | No open materials |
| DSC5001Statistical Machine Learning I | — | See programme requirements | No open materials |
| DSC5002Exploratory Data Analysis and Visualization | — | See programme requirements | No open materials |
| DSC5003Storing and Retrieving Data | — | See programme requirements | No open materials |
| DSC6001Statistical Machine Learning II | — | See programme requirements | No open materials |
| DSC6002Research Projects for Data Science | — | See programme requirements | No open materials |
| DSC6003Bayesian Data Analysis | — | See programme requirements | No open materials |
| DSC6004Topics of Artificial Intelligence for Smart Cities | — | See programme requirements | No open materials |
| DSC6006Dissertation | — | See programme requirements | No open materials |
| DSC6007Dynamic Programming and Reinforcement Learning | — | See programme requirements | No open materials |
| DSC6008Design of Experiments | — | See programme requirements | No open materials |
| DSC6009Machine Learning at Scale | — | See programme requirements | No open materials |
| DSC6011Optimization for Data Science | — | See programme requirements | No open materials |
| DSC6012Time Series and Recurrent Neural Networks | — | See programme requirements | No open materials |
| DSC6013Topics in Financial Engineering and Technology | — | See programme requirements | No open materials |
| DSC6014Networked Life and Data Science | — | See programme requirements | No open materials |
| DSC6015Stochastic Optimization for Machine Learning | — | See programme requirements | No open materials |
| DSC6016Predictive Analytics and Financial Applications | — | See programme requirements | No open materials |
| DSC6017Internship Project | — | See programme requirements | No open materials |
| DSC6018Health Data Analytics | — | See programme requirements | No open materials |
| DSC6019Embodied AI and Applications | — | See programme requirements | No open materials |
| DSC6020Artificial Intelligence for Scientific Knowledge Discovery | — | See programme requirements | No open materials |
| DSC6021Generative Artificial Intelligence | — | See programme requirements | No open materials |
| DSC6022Research Projects for Artificial Intelligence for Sciences | — | See programme requirements | No open materials |
| DSC6023Internship in Artificial Intelligence for Sciences | — | See programme requirements | No open materials |
| DSC6024Dissertation for Artificial Intelligence for Sciences | — | See programme requirements | No open materials |
| DSC6025AI for Materials Science | — | See programme requirements | No open materials |
| DSC6026Social Network Analysis | — | See programme requirements | No open materials |
| DSC6027Topics of AI for Computational Social Sciences | — | See programme requirements | No open materials |
| DSC6028Medical Image Analysis | — | See programme requirements | No open materials |
| DSC6029Topics of Artificial Intelligence for Biomedical Studies | — | See programme requirements | No open materials |
| DSC6030Quantum Machine Learning | — | See programme requirements | No open materials |
| DSC6032Internship Project (S) | — | See programme requirements | No open materials |
| DSC8001Seminars on Data Science I | — | See programme requirements | No open materials |
| DSC8002Seminars on Data Science II | — | See programme requirements | No open materials |
| DSC8003Machine Learning | — | See programme requirements | No open materials |
| DSC8004Advanced Statistics | — | See programme requirements | No open materials |
| DSC8005Optimization | — | See programme requirements | No open materials |
| DSC8006Reinforcement Learning | — | See programme requirements | No open materials |
| DSC8007Deep Learning | — | See programme requirements | No open materials |
| DSC8008Data-driven Operations Research | — | See programme requirements | No open materials |
| DSC8009Data Mining and Knowledge Discovery | — | See programme requirements | No open materials |
| DSC8010Special Topics in Data Science | — | See programme requirements | No open materials |
| DSC8011Social Foundations of Data Science | — | See programme requirements | No open materials |
| DSC8012Bayesian Regression Modelling and Analysis | — | See programme requirements | No open materials |
| DSC8013Statistical Methods for Categorical Data Analysis | — | See programme requirements | No open materials |
| DSC8014Online Learning and Optimization | — | See programme requirements | No open materials |
| DSC8015Machine Learning and Control Theory | — | See programme requirements | No open materials |
| DSC8016Deep Learning for Computer Vision | — | See programme requirements | No open materials |
| GE1356Introduction to Data Science | — | See programme requirements | No open materials |
| GE2343Data Visualization | — | See programme requirements | No open materials |
| SDSC2102Statistical Methods and Data Analysis | — | See programme requirements | 20 readable |
| SDSC3002Data Mining | — | See programme requirements | 6 readable |
| SDSC8001Seminars on Data Science I | — | See programme requirements | No open materials |
| SDSC8002Seminars on Data Science II | — | See programme requirements | No open materials |
| SDSC8003Machine Learning | — | See programme requirements | No open materials |
| SDSC8004Advanced Statistics | — | See programme requirements | No open materials |
| SDSC8005Optimization | — | See programme requirements | No open materials |
| SDSC8006Reinforcement Learning | — | See programme requirements | No open materials |
| SDSC8007Deep Learning | — | See programme requirements | No open materials |
| SDSC8008Data-driven Operations Research | — | See programme requirements | No open materials |
| SDSC8009Data Mining and Knowledge Discovery | — | See programme requirements | No open materials |
| SDSC8010Special Topics in Data Science | — | See programme requirements | No open materials |
| SDSC8011Social Foundations of Data Science | — | See programme requirements | No open materials |
| SDSC8012Bayesian Regression Modelling and Analysis | — | See programme requirements | No open materials |
| SDSC8013Statistical Methods for Categorical Data Analysis | — | See programme requirements | No open materials |
| SDSC8014Online Learning and Optimization | — | See programme requirements | No open materials |
| SDSC8015Machine Learning and Control Theory | — | See programme requirements | No open materials |
| SDSC8016Deep Learning for Computer Vision | — | See programme requirements | No open materials |
No matching courses. Change your search or filters.