https://github.com/faizanzaheergit/studentperformanceprediction-ml
This is a simple machine learning project using classifiers for predicting factors which affect student grades, using data from CSV file
https://github.com/faizanzaheergit/studentperformanceprediction-ml
ai-ml artificial-intelligence artificial-intelligence-projects csv-files data-science machine-learning machine-learning-projects ml-models python python3
Last synced: 9 months ago
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This is a simple machine learning project using classifiers for predicting factors which affect student grades, using data from CSV file
- Host: GitHub
- URL: https://github.com/faizanzaheergit/studentperformanceprediction-ml
- Owner: FaizanZaheerGit
- Created: 2022-09-30T12:50:17.000Z (over 3 years ago)
- Default Branch: main
- Last Pushed: 2024-05-05T16:46:57.000Z (about 2 years ago)
- Last Synced: 2025-04-03T06:13:03.382Z (about 1 year ago)
- Topics: ai-ml, artificial-intelligence, artificial-intelligence-projects, csv-files, data-science, machine-learning, machine-learning-projects, ml-models, python, python3
- Language: Python
- Homepage:
- Size: 10.7 KB
- Stars: 89
- Watchers: 4
- Forks: 32
- Open Issues: 1
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Metadata Files:
- Readme: README.md
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README
# StudentPerformancePrediction-ML
This is a simple machine learning project using classifiers for predicting factors which affect student grades, using data from CSV file
In this Project, a dataset which has students from nationalities, different grade levels and also soe determining factors like,
number of hands raised, nuber attendances, number of hours studied etc. is used, which is a CSV File.
And a few different classifiers and ML models have been used to get the most accurate predictions of which factors,
affect the marks of students.
A few visual aids like graphs and confusion matrix have been created, to show the results.