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Students Performance

Description

  • The goal is to Help students, professors and teachers to make decision about choose test type based on the level of education and type course to ensure give best benefit and performance to the students.

  • You can find the dataset by follow this link.

  • Detailed PowerPoint presentation about the project here.

Algorithms

Model Accuracy
Decision Tree 63 %
Naïve Bayes 69 %
Deep Learning 86 %
Nearest Neighbor 93 %

Libraries and Technologies

Screenshots

bar charts

pie charts

pie charts

How to run

  • clone the project to your local machine

git clone https://github.com/HasanMhdAmin/learning-analytics.git

  • double click index.htm to open the project in your browser.

  • you can also go the the online website by follow this link: Students Performance

Group Name and Members

Smart QR Code Group:


This project is the final project of our group for Learning Analytics course in Duisburg Essen University

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