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1. Classification-suite-and-Methods-for-Performance-Evaluation Classification-suite-and-Methods-for-Performance-Evaluation Public

   Predictive problems requires three main challenges to overcome. First, choosing the right classification algorithm. Second, building a robust building and testing environment for algorithm to learn…

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2. Multiple-Linear-Regression-with-Regularization Multiple-Linear-Regression-with-Regularization Public

   A small project addressing a regression problem explains implementation of multiple linear regression techniques, hyperparameter tuning, collinearity, model overfitting and complexity using LASSO, …

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3. Parameter-tuning-Regression-algorithms Parameter-tuning-Regression-algorithms Public

   Different linear and non linear regression models are demonstrated with illustration on parameter tuning using GridsearchCV in sklearn

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4. Predicting-Parkinson-Disease-using-Machine-learning Predicting-Parkinson-Disease-using-Machine-learning Public

   This project addresses problem of early detection of Parkinson disease using Machine learning techniques

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5. cardiovascular_disease_prediction-using-PCA-and-Xgboost cardiovascular_disease_prediction-using-PCA-and-Xgboost Public

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6. posts posts Public

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