https://github.com/annapoorna-a-k/student-grade-prediction-using-linear-regression
Mathematics for Intelligent Systems-1 Project on Student Grade Prediction using Linear Regression
https://github.com/annapoorna-a-k/student-grade-prediction-using-linear-regression
linear-regression linear-regression-python machine-learning python studentgradeprediction
Last synced: about 2 months ago
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Mathematics for Intelligent Systems-1 Project on Student Grade Prediction using Linear Regression
- Host: GitHub
- URL: https://github.com/annapoorna-a-k/student-grade-prediction-using-linear-regression
- Owner: annapoorna-a-k
- Created: 2022-01-22T13:32:49.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2022-07-12T19:55:28.000Z (almost 3 years ago)
- Last Synced: 2025-03-27T20:14:39.321Z (2 months ago)
- Topics: linear-regression, linear-regression-python, machine-learning, python, studentgradeprediction
- Language: Jupyter Notebook
- Homepage:
- Size: 437 KB
- Stars: 2
- Watchers: 1
- Forks: 2
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# STUDENT GRADE PREDICTION USING LINEAR REGRESSION
A Student Grade Prediction is a way of predicting a student grade based on his/her previous marks and various other parameters. We can use machine learning for the student grades prediction task so that instructors can help students prepare for topics where student grades were predicted low.
The dataset used is "Student Performance Data Set"-"student-mat.csv"
https://www.kaggle.com/dipam7/student-grade-prediction
Using this dataset containing attributes of 396 Portuguese students and the features available we use linear regression to identify whether the student performs good in final grade exam.