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1. loan_prediction_using_machine_learning loan_prediction_using_machine_learning Public

   Loan default prediction (Fully Paid vs Charged Off) on Lending Club data with scikit-learn: cleaning, EDA, class rebalancing (NearMiss, oversampling, SMOTETomek), Random Forest / Decision Tree / Lo…

   Jupyter Notebook 1

2. Loan_predition_Using_Apache_Spark Loan_predition_Using_Apache_Spark Public

   Big Data project: loan default prediction on 2.26M Lending Club records with PySpark MLlib – EDA, under/oversampling, Logistic Regression / Random Forest / Decision Tree compared by ROC & PR AUC (R…

   Jupyter Notebook 1

3. braintumor-classification- braintumor-classification- Public

   Brain tumor detection from MRI images with VGG transfer learning (TensorFlow/Keras), served through a Flask web app for image upload and prediction.

   Jupyter Notebook 1

4. Prediction-Fuel-Consumption-in-Car Prediction-Fuel-Consumption-in-Car Public

   Big Data project: car fuel consumption prediction with PySpark MLlib – Linear Regression, Random Forest and GBT regressors compared by RMSE/MAE/R², with feature importance analysis.

   Jupyter Notebook 1

5. guava guava Public

   Guava – lightweight Python platform for computer-vision dataset management: COCO/YOLO/VOC/ImageFolder conversion, quality audit, near-duplicate detection, and a web Studio for browsing ground truth…

   Python 2