The main objective of this project is predicting rainfall for each day of the year. For this project i used pyspark, and Machine Learning
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Jul 4, 2025 - Python
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gridsearch-cv
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The rapid growth of social media has led to an increase in user-generated content, making platforms like Twitter a major medium for public communication. However, along with positive engagement, there has also been a surge in hate speech, offensive language, and abusive content. This project aims to address this challenge by developing a ML program
python numpy scikit-learn ml pandas seaborn matplotlib confusion-matrix vectorization decision-tree-classifier joblib nlkt hatespeech-detection gridsearch-cv
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Sep 3, 2025 - Python
A churn bank model that classify the customers if they stop dealing with the bank or not
customer-retention data-science machine-learning university tech sklearn cross-validation project banking pyhton feature-engineering predictive-modeling churn-prediction imbalanced-data random-forest-classifier classfication grid-search-cross-validation 3rd-year gaza-strip gridsearch-cv
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Jul 26, 2025 - Jupyter Notebook
A Streamlit-based machine learning app that predicts the likelihood of a credit card customer defaulting next month.
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Jul 12, 2025 - Jupyter Notebook
ML classification pipeline predicting drinking water safety across 3,276 samples - compares Logistic Regression, Random Forest, and tuned RF (GridSearchCV) on 9 physicochemical features with class imbalance handling and missing value imputation.
python machine-learning random-forest scikit-learn classification logistic-regression predictive-modeling publichealth classification-algorithm gridsearchcv missing-data-imputation gridsearch-cv
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Apr 20, 2026 - Jupyter Notebook
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