This is an End to End Machine Learning Project to Detect the Student Performance

Problem Statement

This project understands how the student's performance (test scores) is affected by other variables such as Gender, Ethnicity, Parental level of education, Lunch and Test preparation course.

Data Source

This Data is ingested from kaggle https://www.kaggle.com/datasets/spscientist/students-performance-in-exams

Requirements

Python

pandas

numpy

matplotlib

scikit-learn

seaborn

xgboost

catboost

dill

flask

Installation

If you want to install all above requirements, you can simply use below command

pip install -r requirements.txt