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1. Credit-Risk-Modelling Credit-Risk-Modelling Public

   Guide to building a robust mechanism to predict credit risk of financial institutions or obligators. (Multinomial Regression, LASSO, RIDGE)

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2. Market-Segmentation-CustomerSatisfaction-Prediction Market-Segmentation-CustomerSatisfaction-Prediction Public

   Market Segmentation modelling with the help factor analysis/PCA and regression to provide actionable insights to improve customer satisfaction on a micro and macro level

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3. Bank-Term-Deposit-Analytics Bank-Term-Deposit-Analytics Public

   Predictive analytics for sales and marketing campaign management to assess potential term deposit subscribers at a bank.

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4. Telecom-Churn-Predictor Telecom-Churn-Predictor Public

   Creating a model to predict if a customer at telecom company is likely to cancel his service in the future or not. Machine learning algorithms like logistic regression, k nearest neighbors and naiv…

5. Personal-Loan-Prediction--RandomForrest-and-CART Personal-Loan-Prediction--RandomForrest-and-CART Public

   Optimizing marketing campaigns using machine learning algorithms to better target customers who may purchase a personal loan.

6. Time-Series-Australian-Gas-Production Time-Series-Australian-Gas-Production Public

   Time series analysis using ARMA, ARIMA, Exponential smoothing and Holt's Winters to forecast future trends in the natural gas production.

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