Advanced Practical Course Data Science (Winter 2021/2022): Difference between revisions
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* Help students to further understand computer networks and data science knowledge. | * Help students to further understand computer networks and data science knowledge. | ||
* Help students to use computer science knowledge to build a practical AI system.、 | |||
* Help students to use computer science knowledge to build a practical AI system. | |||
* Guide students to utilize knowledge to improve the performance of the system. | * Guide students to utilize knowledge to improve the performance of the system. | ||
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* Read state-of-art papers. | * Read state-of-art papers. | ||
* Use programming to build systems including computer vision algorithms, embedded design programs, and SOCKET network programs. | * Use programming to build systems including computer vision algorithms, embedded design programs, and SOCKET network programs. | ||
* Learn how to analyze city public transport sensor data. | * Learn how to analyze city public transport sensor data. | ||
The final task of students and implementation plan | |||
The students will be divided into 2-person teams. Each group will take responsibility to reimplement (and possibly adopt) a different existing software architecture for all the bus lines used in our project. Two of the 2-person teams in each group will be responsible for one specific sub-task inside independently (in case one team can’t compete). The teams inside one group will therefore have to co-operate. | |||
The students will be divided into | |||
Note that we will give a default version of each module to guarantee the basic operation of the whole system. | Note that we will give a default version of each module to guarantee the basic operation of the whole system. | ||
==Prerequisites== | ==Prerequisites== |