Providing skills on systems, methods, and technologies for extraction, cleaning, analyzing and integrating and management of unstructured data.
Curriculum
teacher profile teaching materials
Data quality
Data integration
Programme
Source discoveryData quality
Data integration
Core Documentation
Slides by the teacherReference Bibliography
- Dong, Xin Luna, and Divesh Srivastava. "Big data integration." 2013 IEEE 29th international conference on data engineering (ICDE). IEEE, 2013. - Abedjan, Ziawasch, et al. Data profiling. Vol. 10. San Rafael, CA, USA: Morgan & Claypool Publishers, 2019. - Zha, Daochen, et al. "Data-centric ai: Perspectives and challenges." Proceedings of the 2023 SIAM International Conference on Data Mining (SDM). Society for Industrial and Applied Mathematics, 2023.Attendance
The course is held in person. Attendance is not mandatory, but strongly recommended. Working students should contact the instructor at the beginning of the courseType of evaluation
The oral exam consists of discussing the projects assigned by the instructor during the course. teacher profile teaching materials
Data quality
Data integration
Programme
Source discoveryData quality
Data integration
Core Documentation
Slides by the teacherReference Bibliography
- Dong, Xin Luna, and Divesh Srivastava. "Big data integration." 2013 IEEE 29th international conference on data engineering (ICDE). IEEE, 2013. - Abedjan, Ziawasch, et al. Data profiling. Vol. 10. San Rafael, CA, USA: Morgan & Claypool Publishers, 2019. - Zha, Daochen, et al. "Data-centric ai: Perspectives and challenges." Proceedings of the 2023 SIAM International Conference on Data Mining (SDM). Society for Industrial and Applied Mathematics, 2023.Attendance
The course is held in person. Attendance is not mandatory, but strongly recommended. Working students should contact the instructor at the beginning of the courseType of evaluation
The oral exam consists of discussing the projects assigned by the instructor during the course. teacher profile teaching materials
Data quality
Data integration
Programme
Source discoveryData quality
Data integration
Core Documentation
Slides by the teacherReference Bibliography
- Dong, Xin Luna, and Divesh Srivastava. "Big data integration." 2013 IEEE 29th international conference on data engineering (ICDE). IEEE, 2013. - Abedjan, Ziawasch, et al. Data profiling. Vol. 10. San Rafael, CA, USA: Morgan & Claypool Publishers, 2019. - Zha, Daochen, et al. "Data-centric ai: Perspectives and challenges." Proceedings of the 2023 SIAM International Conference on Data Mining (SDM). Society for Industrial and Applied Mathematics, 2023.Attendance
The course is held in person. Attendance is not mandatory, but strongly recommended. Working students should contact the instructor at the beginning of the courseType of evaluation
The oral exam consists of discussing the projects assigned by the instructor during the course. teacher profile teaching materials
Data quality
Data integration
Programme
Source discoveryData quality
Data integration
Core Documentation
Slides by the teacherReference Bibliography
- Dong, Xin Luna, and Divesh Srivastava. "Big data integration." 2013 IEEE 29th international conference on data engineering (ICDE). IEEE, 2013. - Abedjan, Ziawasch, et al. Data profiling. Vol. 10. San Rafael, CA, USA: Morgan & Claypool Publishers, 2019. - Zha, Daochen, et al. "Data-centric ai: Perspectives and challenges." Proceedings of the 2023 SIAM International Conference on Data Mining (SDM). Society for Industrial and Applied Mathematics, 2023.Attendance
The course is held in person. Attendance is not mandatory, but strongly recommended. Working students should contact the instructor at the beginning of the courseType of evaluation
The oral exam consists of discussing the projects assigned by the instructor during the course.