DESCRIPTION | Data science changes the way people process data in different areas. It has promoted the development of many subjects. This course introduces beginners to the whole lifecycle of data science problems and solutions. The course will help students comprehensively understand the basic knowledge of data science and use computer techniques to handle the real-life data science problems. Topics covered include: data collection and processing, computer-oriented modelling techniques, relationship with other mathematics, and case studies. |
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Section | Date & Time | Room | Instructor | Quota | Enrol | Avail | Wait | Remarks |
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L01 (6251) | TuTh 04:30PM - 05:50PM | Rm 101, E1 | LI, Jia LI, Lei WANG, Wei | 80 | 0 | 80 | 0 | |
LA01 (6252) | Fr 12:00PM - 12:50PM | Rm 101, E1 | LI, Jia LI, Lei WANG, Wei | 80 | 0 | 80 | 0 |
VECTOR | [3-0-0:3] |
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DESCRIPTION | In this course, the concepts and implementation schemes in advanced database management systems for data science applications will be introduced, such as disk and memory management, advanced access methods, implementation of relational operators, query processing and optimization, transactions and concurrency control. It also introduces emerging database related techniques for data science. |
Section | Date & Time | Room | Instructor | Quota | Enrol | Avail | Wait | Remarks |
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L01 (6058) | Fr 01:30PM - 04:20PM | Rm 122, E1 | LI, Lei | 50 | 0 | 50 | 0 |
VECTOR | [2-0-0:2] |
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PREVIOUS CODE | IIMP 6010 |
DESCRIPTION | This course focuses on using various approaches to perform quantitative analysis through real-world examples. Students will learn how to use different tools in an interdisciplinary project and how to acquire new skills on their own. The course offers different modules that are multidisciplinary/multifunctional and generally applicable to a wide class of problems. May be graded PP. |
Section | Date & Time | Room | Instructor | Quota | Enrol | Avail | Wait | Remarks |
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L01 (6176) | TBA | TBA | CUI, Ying GAN, Zecheng LI, Lei LIU, Hao TAN, Chee Keong XU, Kewei YUE, Liang ZHANG, Zhuoni ZHAO, Hang | 350 | 178 | 172 | 0 |