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On the software development side, Polytech Software helped SABIS to:
- support their existing solutions that were initially built from scratch by SABIS's in-house team;
- build custom Web and Mobile applications from-scratch;
We used Data Analysis techniques to help SABIS apply an Adaptive Learning approach to their Learning Content Management Systems. It was done to facilitate SABIS in the process of adapting their training program to each student's performance.
Also, SABIS wanted to find out:
- If it is possible to predict the results of the annual evaluation of students;
- How to identify weak students and how to increase their chances of passing the final test;
- If doing homework helps raise student performance.
A team of 5 engineers was involved in the project; 4 Software Developers and 1 Data Analyst.
Technology Stack:
Data analysis: Python, R, TensorFlow, XGBBoost, Shiny, Power BI, Tableau;
Web and Mobile development: .NET, Angular, Ionic;
- support their existing solutions that were initially built from scratch by SABIS's in-house team;
- build custom Web and Mobile applications from-scratch;
We used Data Analysis techniques to help SABIS apply an Adaptive Learning approach to their Learning Content Management Systems. It was done to facilitate SABIS in the process of adapting their training program to each student's performance.
Also, SABIS wanted to find out:
- If it is possible to predict the results of the annual evaluation of students;
- How to identify weak students and how to increase their chances of passing the final test;
- If doing homework helps raise student performance.
A team of 5 engineers was involved in the project; 4 Software Developers and 1 Data Analyst.
Technology Stack:
Data analysis: Python, R, TensorFlow, XGBBoost, Shiny, Power BI, Tableau;
Web and Mobile development: .NET, Angular, Ionic;
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