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1. Product-Recommendation-Systems Product-Recommendation-Systems Public

   This project involved building recommendation systems for Amazon products. A popularity-based model and a collaborative Filtering model were used and evaluated to recommend top-10 products for a user.

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2. Health-Insurance-EDA-statistics-data-visualization- Health-Insurance-EDA-statistics-data-visualization- Public

   This project used Hypothesis Testing and Visualization to leverage customer's health information like smoking habits, bmi, age, and gender for checking statistical evidence to make valuable decisio…

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3. supervised-learning supervised-learning Public

   This Project involved using classification algorithms to predict the income level of the customers based on attributes like 'sex', 'marital-status', 'age', 'occupation' etc. The classification algo…

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4. Predicting-the-term-deposit-subscription Predicting-the-term-deposit-subscription Public

   Leveraged customer information of bank marketing campaigns to predict whether a customer will subscribe to term deposit or not. Different classification algorithms like Decision tree, Logistic Regr…

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5. Classifying-silhouettes-of-vehicles-pca Classifying-silhouettes-of-vehicles-pca Public

   Classified vehicles into different types based on silhouttes which may be viewed from many angles. Used PCA in order to reduce dimensionality and SVM for classification

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6. Feature-engineering-Predicting-the-Strength-of-high-performance-concrete Feature-engineering-Predicting-the-Strength-of-high-performance-concrete Public

   This project involved feature exploration and selection to predict the strength of high-performance concrete. Used Regression models like Decision tree regressors to find out the most important fea…

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