Leadtek's big data solutions can systematically integrate school or off-campus schooling systems. Even school documents in different file formats can be aggregated into highly scalable data warehousing for analysts to get instant and clean data for cross-analysis and present them in real-time statistical charts to effectively help users uncover highlights, plan strategies, and make decision-making scientific.
Data warehousing is the core foundation of institutional research. The most difficult task to overcome is data collection, inventory and cleaning. Leadtek has accumulated research experiences of more than 30 schools, which can help schools stabilize the foundation of institutional research data warehousing, so that schools can quickly understand the school situation, scan school management blind spots, and optimize school resource allocation management.
Start with the student-related aspects, and then extend to the aspects of teachers and management costs to find out the problems of different roles:
Student learning outcomes, Learning characteristics analysis, Forewarning of student loss and student withdrawal, Performance forecast
Teacher assessment analysis, Paper research energy analysis, Test questions discrimination analysis
Test questions discrimination analysis, Scholarship analysis, Library management analysis
● Help the school to create a customized data collection platform, which can be simultaneously imported into the institutional research data warehousing, making storage construction easier.
● The cleaned data is connected into various charts to instantly present information on the customized dashboard, and the
statistics behind each chart can be downloaded to increase the diversity of uses.
Provide a complete one-stop solution to help schools, governments and enterprises build comprehensive data warehousing and intelligent analysis. Customized services are provided from clarifying objectives, understanding needs, planning projects, data cleaning, processing analysis, setting test scenarios, verifying results, and finally education training.
It works as if the system can start to operate as soon as the customer turns the key, greatly reducing R&D and import time. It enable managers to grasp the current situation and identify potential problems. When promoting reform policies, they can use data as a basis for decision-making.
Only good data warehousing can make good use of data and assist decision-making. Leadtek has extensive practical experience to help customers in the construction of data warehousing, integration/cleaning of data, and the placement of cleaned data in data warehousing so that analysts can directly obtain clean data for use.
Confirmation window / clarification of responsibility / data list confirmation / analysis topic confirmation / related time schedule confirmation
Format consistency and maintainability / Field integrity and specification uniformity / Data provider / Update method and frequency / Data table association and description consistency
Unique key confirmation / Unexpected situation handling / Synonyms and code conversion logic / De-normalized interpretation data expansion
Specification design / programming
Operational test / data validation
Leadtek's professional consultant analysis team will build appropriate models for the clients' internal problems, propose statistical chart reports, and help managers to make correct decisions based on scientific data.
of statistical analysis. And the software has built-in visual analysis and data mining functions; users do not need to frequently switch visual analysis and statistical analysis software, providing users the flexibility to create and analyze their own charts.
30+ Universities、2 County Governments (Department of Education)
Head of Big Data Business Unit
Education:Taiwan University
Senior Sales Manager
Education:Taiwan University of Science and Technology
