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RMRM01/cleaned_student_dataset_for_ml_practice

CGPA Prediction Dataset (Cleaned & Ready-to-Use) This repository contains a fully cleaned and ready-to-use dataset designed primarily for predicting students' CGPA. It is ideal for beginners in machine learning who want a practical dataset for training, testing, and experimenting with models. Overview Cleaned and preprocessed dataset Target: CGPA (Cumulative Grade Point Average) 11 features including both categorical and numerical variables Suitable for… See the full description on the dataset page: https://huggingface.co/datasets/RMRM01/cleaned_student_dataset_for_ml_practice.

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CGPA Prediction Dataset (Cleaned & Ready-to-Use)

This repository contains a fully cleaned and ready-to-use dataset designed primarily for predicting students' CGPA. It is ideal for beginners in machine learning who want a practical dataset for training, testing, and experimenting with models.

Overview

—Cleaned and preprocessed dataset
—Target: CGPA (Cumulative Grade Point Average)
—11 features including both categorical and numerical variables
—Suitable for regression and classification practice

Preprocessing Techniques Used

—Label Encoding: Applied to ordinal categorical features
—One-Hot Encoding: Applied to nominal categorical features

Ideal For

—ML model training and testing
—Learning data preprocessing techniques
—Experimenting with feature engineering
—Trying out CGPA prediction or exploring other insights

Feel free to explore the dataset and build something new!

Thank you for checking out this project!