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NhanPhamThanh-IT / Random-Forest-Wine-Quality-Prediction

Star 3

🍾 A comprehensive machine learning project using Random Forest algorithm to predict wine quality based on physicochemical properties. Features EDA, model training, hyperparameter tuning, feature importance analysis, and detailed documentation.

python machine-learning numpy scikit-learn jupyter-notebook eda pandas seaborn artificial-intelligence dataset matplotlib data-preprocessing model-evaluation learning-material machine-learning-algorithm model-training random-forest-classifier accuracy-score train-test-split wine-quality-prediction
  • Updated Jul 26, 2025
  • Jupyter Notebook

NhanPhamThanh-IT / Logistic-Regression-Heart-Disease-Prediction

Star 3

🫀 A machine learning project using logistic regression to predict heart disease risk from clinical data. Built with Python, scikit-learn, and Jupyter notebooks. Achieves 85%+ accuracy on 303-patient dataset with 13 medical features. Complete ML pipeline from data exploration to model evaluation.

python machine-learning numpy machine-learning-algorithms jupyter-notebook pandas artificial-intelligence dataset supervised-learning classification learning-material logistic-regression-algorithm heart-disease accuracy-score train-test-split heart-disease-prediction sckit-learn
  • Updated Jul 25, 2025
  • Jupyter Notebook

NhanPhamThanh-IT / Linear-Lasso-Regression-Car-Price-Prediction

Star 2

🚗 Predict car prices instantly with Linear & Lasso Regression! Built with Streamlit, scikit-learn, pandas & matplotlib. Compare models, explore data, and learn ML hands-on. Fast, open source, and easy to use for students & developers!

python machine-learning linear-regression scikit-learn machine-learning-algorithms jupyter-notebook pandas artificial-intelligence supervised-learning matplotlib prediction-model model-evaluation lasso-regression learning-material model-training r2-score prediction-system streamlit streamlit-webapp
  • Updated Jul 26, 2025
  • Jupyter Notebook

NhanPhamThanh-IT / Salary-Prediction-Streamlit-App

Star 2

🚀 Complete ML Project: Salary Prediction using Linear Regression & Streamlit. 95.6% accuracy, interactive web interface, clean dataset, pre-trained model. Perfect for learning ML, web development, and practical HR applications.

machine-learning linear-regression prediction pandas data-visualization web-application artificial-intelligence dataset matplotlib data-preprocessing model-evaluation learning-material model-training ml-algorithms r2-score salary-prediction prediction-system streamlit sckit-learn streamlit-webapp
  • Updated Jul 26, 2025
  • Jupyter Notebook

NhanPhamThanh-IT / KMeans-Clustering-Customer-Segmentation

Star 1

👨 K-Means Clustering Customer Segmentation is an interactive Streamlit app that uses machine learning to group customers by income and spending habits. It helps businesses target marketing, personalize offers, and gain insights with easy retraining, visualizations, and modular code.

python machine-learning scikit-learn machine-learning-algorithms jupyter-notebook pandas seaborn artificial-intelligence dataset release matplotlib kmeans-clustering model-evaluation learning-material oriented-object-programming model-training customer-segmentation wcss streamlit streamlit-webapp
  • Updated Jul 26, 2025
  • Jupyter Notebook

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