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anmol-patel

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AnmolPatel20 / Holiday-Package-Prediction-Randomforest

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Helping Trips & Travel.Com reduce marketing costs by predicting which customers are most likely to purchase a holiday package — powered by Random Forest. Click Below Link to see ML Pipeline

machine-learning random-forest scikit-learn exploratory-data-analysis logistic-regression data-preprocessing decision-trees feature-engineering predictive-modeling hyperparameter-tuning model-evaluation gradient-boosting random-forest-classifier customer-behavior-analysis randomizedsearchcv anmol-patel
  • Updated Apr 3, 2026
  • Jupyter Notebook

AnmolPatel20 / Car-Resale-Price-Predictor-RandomForest

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Predicts resale price of pre-owned vehicles using Random Forest Regression trained on 15,000+ CarDekho listings , based on features like engine, mileage, max power, and fuel type. Achieves 94% R² score

python data-science machine-learning random-forest scikit-learn exploratory-data-analysis regression seaborn data-cleaning hyperparameter-tuning random-forest-regression joblib cardekho car-resale-price-prediction anmol-patel
  • Updated Apr 3, 2026
  • Jupyter Notebook

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