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| Semester 1 | |||||||||||
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| Compulsory Units (All students must register for this/these unit/s) | |||||||||||
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| CIS5223 | Concepts, Techniques and Practical Aspects of Scientific Research | 5 ECTS   |   |   | |||||||
| ICS5110 | Applied Machine Learning | 5 ECTS   |   |   | |||||||
| SOR1510* | Foundations in Probability, Sampling and Estimation | 5 ECTS   |   |   | |||||||
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| Semester 2 | |||||||||||
| ARI1204* | AI Numerical Methods 2 | 5 ECTS   |   |   | |||||||
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| Compulsory Units (All students must register for this/these unit/s) | |||||||||||
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| ARI5102 | Data Analysis Techniques | 5 ECTS   |   |   | |||||||
| SCI5020* | Principles of Statistical Inference | 5 ECTS   |   |   | |||||||
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| Semester 1 | |||||||||||
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| Compulsory Units (All students must register for this/these unit/s) | |||||||||||
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| CCE5502 | Fundamentals of AI and ML | 5 ECTS   |   |   | |||||||
| CIS5113 | Large Scale Databases | 5 ECTS   |   |   | |||||||
| ICS5111 | Mining Large-Scale Data | 5 ECTS   |   |   | |||||||
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| Semester 2 | |||||||||||
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| Compulsory Units (All students must register for this/these unit/s) | |||||||||||
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| CCE5106 | Deep Learning Neural Networks | 5 ECTS   |   |   | |||||||
| CIS5230 | Data Analytics on the Cloud | 5 ECTS   |   |   | |||||||
| CIS5232 | Topics in Applied Data Science | 5 ECTS   |   |   | |||||||
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| Year   (This/these unit/s start/s in Semester 1 and continue/s in Semester 2) | |||||||||||
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| Compulsory Units (All students must register for this/these unit/s) | |||||||||||
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| ICT5012 | Dissertation | 30 ECTS   |   |   | |||||||
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This programme of study is governed by the General Regulations for University Postgraduate Awards, 2021 and by the Bye-Laws for the award of the Degree of Master of Science in Data Science - M.Sc. - under the auspices of the Faculty of 福利在线免费 and Communication Technology.