HasanMhdAmin / learning-analytics

repository for learning analytics course

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

• Rapidminer
• Highcharts
• JavaScript
• HTML & CSS
• Sublime

Screenshots

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:

• Hasan Mhd Amin
• Mhd Yazan Al Zaeem
• Bilawal Wajid Ali
• Muhammad Faizan Riaz
• Sammar Javed
• Nimesh Ghimire

---

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