Predicting students performance in exams using machine learning classifiers : Logistic regression, KNN and SVM. Extraction of factors impacting students' performances.
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Apr 25, 2024 - Python
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students-performance
Here are 8 public repositories matching this topic...
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
python plots graphs numpy pandas-dataframe jupyter-notebook pandas performance-analysis numpy-arrays students-marks seaborn-plots students-performance students-analysis students-performance-analysis
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Jun 16, 2020 - Jupyter Notebook
Predict Students Dropout and Academic Success Using Machine Learning Algorithms
python students education machine-learning jupyter notebook scikit-learn ml-project students-performance
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Jan 23, 2024 - Jupyter Notebook
🎓 Leveraging for containerization and CI/CD pipelines. It includes code and configuration files for seamless development and deployment processes.
docker data-science machine-learning continuous-integration containerization ml-operations students-performance
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Sep 4, 2024 - Jupyter Notebook
TDT4173 project
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Nov 26, 2020 - Jupyter Notebook
Analyse performance of students on the basis of their personal life style, studying style, family related, educational environment satisfaction, students grades using ML model
students machine-learning jupyter-notebook python3 logistic-regression grades boxplot factors students-performance
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Dec 1, 2020 - Jupyter Notebook
To understand the how the student's performance (test scores) is affected by the other variables (Gender, Ethnicity, Parental level of education, Lunch, Test preparation course).
python exploratory-data-analysis jupyter-notebook students-performance students-performance-analysis
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Jan 6, 2022 - Jupyter Notebook
Application for university teachers, students or administration, which will help them to check and monitor the academic performance of students, student groups etc. with dashboard of reports and infographics.
react redux teachers students django webpack monitoring dashboard frontend backend rest-api postgresql academic web-application students-performance groups-performance university-administration
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Jul 2, 2021 - Python
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