How to operate the files:

To run Files inside Learning Analytics Directory:

1. You need to open jupiter notebook to run the necessary files
2. Choose the IPYTHON file you want to run

To run files inside model_comparisions Directory:

1. You need to unzip the MergedData file(we had to zip it for its large size and github was not supporting this large file )
2. Choose the model_comparisions.IPYNB file to run the codes

Description of which files does what:

In Learning Analytics Directory 1. Reading_Data.IPYNB : This file is to read all the datasets for initial Exploratory Data Analysis 2. Feature_Engineering.IPYNB : This is all about Feature Engineering we have done though out the project 3. modelling.IPYNB: This for some basic model design and analysis 4. SomeVisualizations.IPYNB : Here we have done some visualization of the hypothesis which we used in our report

In model_comparisions Directory 1. There is only python file in this directory.We need to run the IPYTHON file in order to do comparision of different models in our project.