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| 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 |
| PRE-REQUISITE | UFUG 2601 OR UFUG 2602 |
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| DESCRIPTION | This course introduces core data structure and algorithms, which are fundamental to data science and analytics. As an important course that bridges students to a number of advanced courses, it covers topics in asymptotic complexity analysis, typical data structures (stacks, queues, trees, and graphs), sorting, searching, data structure-specific algorithms, algorithmic strategies (e.g., divide-and-conquer, greedy, and dynamic programming), analysis and measurement of programs. |
| Section | Date & Time | Room | Instructor | Quota | Enrol | Avail | Wait | Remarks |
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| L01 (6268) | TuTh 10:30AM - 11:50AM | Rm 222, W1 | WANG, Wei | 40 | 0 | 40 | 0 | |
| LA01 (6270) | Fr 10:30AM - 11:20AM | Rm 228, E1 | WANG, Wei | 40 | 0 | 40 | 0 |