GitHub - olagrasli/DataMiningProject

The files in the master branch is the most important subset from the other branches. For inspection not running, chech the other branches for that. Data is not uploaded to cloud.

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Name		Name	Last commit message	Last commit date
data_statistics		data_statistics
.gitignore		.gitignore
Age specific models-predict the final result based on three different age groups.ipynb		Age specific models-predict the final result based on three different age groups.ipynb
Course specific models-predict the final result based on seven courses.ipynb		Course specific models-predict the final result based on seven courses.ipynb
Data preparation from VLE based on activityType and activityType click sum .ipynb		Data preparation from VLE based on activityType and activityType click sum .ipynb
Early result prediction based on weekly data.ipynb		Early result prediction based on weekly data.ipynb
Exploratory Data Analysis (EDA).ipynb		Exploratory Data Analysis (EDA).ipynb
Final prediction of result using ANN, CNN and LSTM based on weekly clicks, demographics and combine.ipynb		Final prediction of result using ANN, CNN and LSTM based on weekly clicks, demographics and combine.ipynb
Inter_course_prediction.ipynb		Inter_course_prediction.ipynb
Prediction of final result based on daily clicks sum.ipynb		Prediction of final result based on daily clicks sum.ipynb
README.md		README.md
Student Interaction with VLE - data preparation and visualization based on clicks.ipynb		Student Interaction with VLE - data preparation and visualization based on clicks.ipynb
binary_result_prediction_bidirectional_RNN.ipynb		binary_result_prediction_bidirectional_RNN.ipynb
data_vizualization.ipynb		data_vizualization.ipynb
logistic_regression.ipynb		logistic_regression.ipynb

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